Update: ChatWidget, MyProfile, resume parser, CSS and backend changes

backend/main.py

@@ -1,5 +1,5 @@
 import math
-from fastapi import FastAPI, HTTPException, Request
+from fastapi import FastAPI, HTTPException, Request, UploadFile, File, Form
 from fastapi.staticfiles import StaticFiles
 from fastapi.responses import FileResponse
 from fastapi.middleware.cors import CORSMiddleware
@@ -1088,6 +1088,99 @@ async def update_student(student_id: str, req: StudentUpdate):
     })
 
 
+# ─── Resume Parser + ATS Scorer ─────────────────────────────────────────────
+
+JOB_PROFILES = [
+    "Software Engineer – Backend",
+    "Software Engineer – Frontend / Full-Stack",
+    "Data Analyst",
+    "Data Scientist / ML Engineer",
+    "Business Analyst",
+    "Product Manager",
+    "Finance Analyst / Investment Banking",
+    "Marketing Manager",
+    "Human Resources Manager",
+    "Operations Manager",
+    "Supply Chain Analyst",
+    "Healthcare Administrator",
+    "Clinical Research Associate",
+    "Embedded Systems / Hardware Engineer",
+    "DevOps / Cloud Engineer",
+]
+
+
+@app.get("/api/v1/resume/job-profiles")
+async def get_job_profiles():
+    """Return the list of job profiles available for ATS scoring."""
+    return {"profiles": JOB_PROFILES}
+
+
+@app.post("/api/v1/student/{student_id}/resume/parse")
+async def resume_parse(student_id: str, file: UploadFile = File(...)):
+    """Upload a PDF or DOCX resume, extract text, and return structured profile
+    fields that the borrower can review and apply to their profile."""
+    from resume_parser import extract_text, parse_resume as _parse
+
+    allowed = {
+        "application/pdf",
+        "application/vnd.openxmlformats-officedocument.wordprocessingml.document",
+        "application/msword",
+        "text/plain",
+    }
+    ct = (file.content_type or "").lower()
+    if ct not in allowed and not ct.startswith("application/pdf"):
+        raise HTTPException(
+            status_code=415,
+            detail="Unsupported file type. Upload a PDF, DOCX, or plain-text resume.",
+        )
+
+    raw = await file.read()
+    if len(raw) > 5 * 1024 * 1024:  # 5 MB hard cap
+        raise HTTPException(status_code=413, detail="File too large (max 5 MB).")
+
+    try:
+        resume_text = extract_text(raw, ct)
+    except ValueError as exc:
+        raise HTTPException(status_code=422, detail=str(exc))
+
+    parsed = _parse(resume_text)
+    if "_error" in parsed and "parsed" not in parsed:
+        raise HTTPException(status_code=502, detail=f"Parse failed: {parsed['_error']}")
+
+    return sanitize({
+        "student_id": student_id,
+        "resume_text": resume_text,        # returned so ATS call reuses it (no re-upload)
+        "char_count": len(resume_text),
+        "parsed": parsed,
+    })
+
+
+class ATSRequest(BaseModel):
+    resume_text: str
+    job_profile: str
+
+
+@app.post("/api/v1/student/{student_id}/resume/ats-score")
+async def resume_ats_score(student_id: str, req: ATSRequest):
+    """Score a resume (as plain text) against a named job profile and return
+    keyword match, skills alignment, experience relevance, and recommendations."""
+    from resume_parser import ats_score as _ats
+
+    if req.job_profile not in JOB_PROFILES:
+        raise HTTPException(
+            status_code=400,
+            detail=f"Unknown job profile. Choose from: {', '.join(JOB_PROFILES)}",
+        )
+    if not req.resume_text.strip():
+        raise HTTPException(status_code=400, detail="resume_text is empty.")
+
+    result = _ats(req.resume_text, req.job_profile)
+    if "_error" in result and result.get("overall_score", 0) == 0:
+        raise HTTPException(status_code=502, detail=f"ATS scoring failed: {result['_error']}")
+
+    return sanitize({"student_id": student_id, **result})
+
+
 # ─── Verification Layer (anti-fraud / self-report bias) ─────────────────────
 
 class AcademicVerifyReq(BaseModel):

backend/requirements.txt

@@ -16,3 +16,6 @@ httpx>=0.27.0
 pytrends>=4.9.0
 kagglehub>=0.3.0
 pytest>=8.0.0
+pdfplumber>=0.11.0
+python-docx>=1.1.0
+python-multipart>=0.0.9

backend/resume_parser.py

@@ -0,0 +1,257 @@
+"""
+Resume text extraction (PDF / DOCX) + LLM-based profile parsing + ATS scoring.
+
+Two public functions:
+  parse_resume(resume_text)          -> dict of profile fields (maps to MyProfile tabs)
+  ats_score(resume_text, job_profile) -> dict with overall_score, breakdown, gaps, recs
+"""
+from __future__ import annotations
+import io
+import json
+import os
+import sys
+
+# Add agents/ to path so `from provider import call_llm` resolves correctly.
+_AGENTS_DIR = os.path.join(os.path.dirname(__file__), "agents")
+if _AGENTS_DIR not in sys.path:
+    sys.path.insert(0, _AGENTS_DIR)
+
+from provider import call_llm  # noqa: E402  (path manipulation above)
+
+
+# ─── Text extraction ──────────────────────────────────────────────────────────
+
+def extract_text(file_bytes: bytes, content_type: str) -> str:
+    ct = (content_type or "").lower()
+    if "pdf" in ct:
+        return _from_pdf(file_bytes)
+    if "word" in ct or "docx" in ct or "openxmlformats" in ct:
+        return _from_docx(file_bytes)
+    # Fall back to plain-text decode (txt / unknown)
+    return file_bytes.decode("utf-8", errors="replace")
+
+
+def _from_pdf(data: bytes) -> str:
+    try:
+        import pdfplumber
+        parts: list[str] = []
+        with pdfplumber.open(io.BytesIO(data)) as pdf:
+            for page in pdf.pages:
+                t = page.extract_text()
+                if t:
+                    parts.append(t)
+        text = "\n".join(parts)
+        if not text.strip():
+            raise ValueError("No text found — the PDF may be image-only (scanned).")
+        return text
+    except Exception as exc:
+        raise ValueError(f"PDF extraction failed: {exc}") from exc
+
+
+def _from_docx(data: bytes) -> str:
+    try:
+        from docx import Document  # python-docx
+        doc = Document(io.BytesIO(data))
+        lines = [p.text for p in doc.paragraphs if p.text.strip()]
+        return "\n".join(lines)
+    except Exception as exc:
+        raise ValueError(f"DOCX extraction failed: {exc}") from exc
+
+
+# ─── LLM helpers ─────────────────────────────────────────────────────────────
+
+_PARSE_SYSTEM = """
+You are a resume parser for PlacementIQ — an education-loan risk platform for Indian students.
+Extract structured information from the resume text and return ONLY valid JSON (no markdown, no preamble).
+
+Use this exact JSON shape. Use null for missing scalar fields and [] for missing arrays:
+{
+  "full_name": "string or null",
+  "email": "string or null",
+  "mobile": "string or null",
+  "city": "string or null",
+  "state": "Indian state name or null",
+  "graduation_year": integer or null,
+  "cgpa": float (0.0–10.0) or null,
+  "achievements": ["string", ...],
+  "coding_problems_solved": integer or null,
+  "hackathons_attended": integer or null,
+  "skills": {
+    "languages": ["Python", "Java", ...],
+    "technical": ["Machine Learning", "SQL", ...],
+    "tools": ["Docker", "React", ...],
+    "soft": ["Leadership", "Communication", ...]
+  },
+  "internships": [
+    {
+      "company_name": "string",
+      "role": "string",
+      "duration_months": integer,
+      "tier": "MNC | Unicorn | MidSize | Startup | Other",
+      "description": "string"
+    }
+  ],
+  "certifications": [
+    {
+      "name": "string",
+      "org": "string",
+      "date": "YYYY-MM-DD or empty string",
+      "url": "string or empty string"
+    }
+  ],
+  "projects": [
+    {
+      "name": "string",
+      "tech_stack": "comma-separated technologies",
+      "description": "string",
+      "url": "string or empty string"
+    }
+  ]
+}
+
+Tier classification for internship companies:
+- MNC: TCS, Infosys, Wipro, Google, Microsoft, Amazon, Meta, Apple, IBM, Accenture, Deloitte, etc.
+- Unicorn: Indian unicorn startups (Zomato, Swiggy, CRED, Zepto, PhonePe, Meesho, Razorpay, BYJU'S, etc.)
+- MidSize: companies with 50–5000 employees that are not MNC/Unicorn
+- Startup: early-stage startups, seed/Series-A companies
+- Other: government bodies, NGOs, research labs, unknown
+"""
+
+_ATS_SYSTEM = """
+You are an ATS (Applicant Tracking System) scorer for PlacementIQ.
+Score the given resume strictly against the specified job profile and return ONLY valid JSON (no markdown).
+
+Scoring methodology — each section scored 0–100 independently:
+  keyword_match (30% weight): Does the resume use relevant technical/domain keywords for this JD?
+  skills_alignment (25% weight): Do the candidate's listed skills match what the role needs?
+  experience_relevance (20% weight): Are internships, projects, roles relevant to the job?
+  education_match (15% weight): Does the degree/specialisation/CGPA fit the profile?
+  quantified_impact (10% weight): Are achievements stated with measurable metrics?
+
+overall_score = round(0.30×km + 0.25×sa + 0.20×er + 0.15×em + 0.10×qi)
+
+Grade bands:
+  90–100 → A+,  80–89 → A,  70–79 → B+,  60–69 → B,  50–59 → C+,  40–49 → C,  <40 → D
+
+Return ONLY this JSON structure:
+{
+  "overall_score": integer,
+  "grade": "A+ | A | B+ | B | C+ | C | D",
+  "job_profile": "the job profile name as given",
+  "breakdown": {
+    "keyword_match":        { "score": integer, "found_keywords": ["kw1", ...], "missing_keywords": ["kw2", ...] },
+    "skills_alignment":     { "score": integer, "matched": ["skill1", ...], "gaps": ["gap1", ...] },
+    "experience_relevance": { "score": integer, "notes": "one sentence" },
+    "education_match":      { "score": integer, "notes": "one sentence" },
+    "quantified_impact":    { "score": integer, "notes": "one sentence" }
+  },
+  "strengths": ["specific strength observed in the resume", ...],
+  "improvement_areas": ["specific actionable gap relevant to this job profile", ...],
+  "recommendations": ["concrete action the candidate can take before applying", ...]
+}
+"""
+
+
+def _extract_json(raw: str) -> dict | None:
+    """Robust extraction: find the outermost balanced {...} block."""
+    if not raw:
+        return None
+    depth, start, in_str, esc = 0, -1, False, False
+    for i, ch in enumerate(raw):
+        if esc:
+            esc = False
+            continue
+        if ch == "\\" and in_str:
+            esc = True
+            continue
+        if ch == '"':
+            in_str = not in_str
+            continue
+        if in_str:
+            continue
+        if ch == "{":
+            if depth == 0:
+                start = i
+            depth += 1
+        elif ch == "}":
+            depth -= 1
+            if depth == 0 and start != -1:
+                try:
+                    return json.loads(raw[start: i + 1])
+                except json.JSONDecodeError:
+                    start = -1
+    try:
+        s, e = raw.find("{"), raw.rfind("}") + 1
+        return json.loads(raw[s:e]) if s != -1 and e > s else None
+    except (json.JSONDecodeError, ValueError):
+        return None
+
+
+# ─── Public API ───────────────────────────────────────────────────────────────
+
+def parse_resume(resume_text: str) -> dict:
+    """Extract structured profile fields from raw resume text via LLM.
+
+    Returns a dict matching the MyProfile data shape, plus optional '_error'.
+    """
+    # Clamp to 8K chars — enough for any single resume, avoids token overflow
+    text_snippet = resume_text[:8000]
+    user_msg = f"Parse this resume and return the JSON profile:\n\n{text_snippet}"
+    try:
+        resp = call_llm(
+            system=_PARSE_SYSTEM,
+            messages=[{"role": "user", "content": user_msg}],
+            max_tokens=2000,
+        )
+        parsed = _extract_json(resp.text or "")
+        if parsed is None:
+            return {
+                "_error": "LLM returned unparseable output",
+                "_raw": (resp.text or "")[:400],
+            }
+        # Ensure required nested keys exist
+        parsed.setdefault("skills", {})
+        parsed["skills"].setdefault("languages", [])
+        parsed["skills"].setdefault("technical", [])
+        parsed["skills"].setdefault("tools", [])
+        parsed["skills"].setdefault("soft", [])
+        parsed.setdefault("internships", [])
+        parsed.setdefault("certifications", [])
+        parsed.setdefault("projects", [])
+        parsed.setdefault("achievements", [])
+        return parsed
+    except Exception as exc:
+        return {"_error": str(exc)}
+
+
+def ats_score(resume_text: str, job_profile: str) -> dict:
+    """Score resume against a named job profile and return ATS breakdown via LLM."""
+    text_snippet = resume_text[:8000]
+    user_msg = (
+        f"Job profile to score against: {job_profile}\n\n"
+        f"Resume text:\n{text_snippet}\n\n"
+        "Score this resume and return the JSON."
+    )
+    try:
+        resp = call_llm(
+            system=_ATS_SYSTEM,
+            messages=[{"role": "user", "content": user_msg}],
+            max_tokens=2000,
+        )
+        result = _extract_json(resp.text or "")
+        if result is None:
+            return {
+                "_error": "LLM returned unparseable output",
+                "overall_score": 0,
+                "job_profile": job_profile,
+            }
+        result.setdefault("job_profile", job_profile)
+        result.setdefault("overall_score", 0)
+        result.setdefault("grade", "D")
+        result.setdefault("breakdown", {})
+        result.setdefault("strengths", [])
+        result.setdefault("improvement_areas", [])
+        result.setdefault("recommendations", [])
+        return result
+    except Exception as exc:
+        return {"_error": str(exc), "overall_score": 0, "job_profile": job_profile}

frontend/package-lock.json

@@ -16,6 +16,7 @@
         "react": "^19.2.5",
         "react-dom": "^19.2.5",
         "react-leaflet": "^5.0.0",
+        "react-markdown": "^10.1.0",
         "react-router-dom": "^7.14.2",
         "recharts": "^3.8.1"
       },
@@ -975,6 +976,15 @@
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       "license": "MIT"
     },
+    "node_modules/@types/debug": {
+      "version": "4.1.13",
+      "resolved": "https://registry.npmjs.org/@types/debug/-/debug-4.1.13.tgz",
+      "integrity": "sha512-KSVgmQmzMwPlmtljOomayoR89W4FynCAi3E8PPs7vmDVPe84hT+vGPKkJfThkmXs0x0jAaa9U8uW8bbfyS2fWw==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/ms": "*"
+      }
+    },
     "node_modules/@types/esrecurse": {
       "version": "4.3.1",
       "resolved": "https://registry.npmjs.org/@types/esrecurse/-/esrecurse-4.3.1.tgz",
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-      "dev": true,
       "license": "MIT"
     },
+    "node_modules/@types/estree-jsx": {
+      "version": "1.0.5",
+      "resolved": "https://registry.npmjs.org/@types/estree-jsx/-/estree-jsx-1.0.5.tgz",
+      "integrity": "sha512-52CcUVNFyfb1A2ALocQw/Dd1BQFNmSdkuC3BkZ6iqhdMfQz7JWOFRuJFloOzjk+6WijU56m9oKXFAXc7o3Towg==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/estree": "*"
+      }
+    },
+    "node_modules/@types/hast": {
+      "version": "3.0.4",
+      "resolved": "https://registry.npmjs.org/@types/hast/-/hast-3.0.4.tgz",
+      "integrity": "sha512-WPs+bbQw5aCj+x6laNGWLH3wviHtoCv/P3+otBhbOhJgG8qtpdAMlTCxLtsTWA7LH1Oh/bFCHsBn0TPS5m30EQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/unist": "*"
+      }
+    },
     "node_modules/@types/json-schema": {
       "version": "7.0.15",
       "resolved": "https://registry.npmjs.org/@types/json-schema/-/json-schema-7.0.15.tgz",
@@ -996,11 +1023,25 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/@types/mdast": {
+      "version": "4.0.4",
+      "resolved": "https://registry.npmjs.org/@types/mdast/-/mdast-4.0.4.tgz",
+      "integrity": "sha512-kGaNbPh1k7AFzgpud/gMdvIm5xuECykRR+JnWKQno9TAXVa6WIVCGTPvYGekIDL4uwCZQSYbUxNBSb1aUo79oA==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/unist": "*"
+      }
+    },
+    "node_modules/@types/ms": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/@types/ms/-/ms-2.1.0.tgz",
+      "integrity": "sha512-GsCCIZDE/p3i96vtEqx+7dBUGXrc7zeSK3wwPHIaRThS+9OhWIXRqzs4d6k1SVU8g91DrNRWxWUGhp5KXQb2VA==",
+      "license": "MIT"
+    },
     "node_modules/@types/react": {
       "version": "19.2.14",
       "resolved": "https://registry.npmjs.org/@types/react/-/react-19.2.14.tgz",
       "integrity": "sha512-ilcTH/UniCkMdtexkoCN0bI7pMcJDvmQFPvuPvmEaYA/NSfFTAgdUSLAoVjaRJm7+6PvcM+q1zYOwS4wTYMF9w==",
-      "devOptional": true,
       "license": "MIT",
       "dependencies": {
         "csstype": "^3.2.2"
@@ -1016,12 +1057,24 @@
         "@types/react": "^19.2.0"
       }
     },
+    "node_modules/@types/unist": {
+      "version": "3.0.3",
+      "resolved": "https://registry.npmjs.org/@types/unist/-/unist-3.0.3.tgz",
+      "integrity": "sha512-ko/gIFJRv177XgZsZcBwnqJN5x/Gien8qNOn0D5bQU/zAzVf9Zt3BlcUiLqhV9y4ARk0GbT3tnUiPNgnTXzc/Q==",
+      "license": "MIT"
+    },
     "node_modules/@types/use-sync-external-store": {
       "version": "0.0.6",
       "resolved": "https://registry.npmjs.org/@types/use-sync-external-store/-/use-sync-external-store-0.0.6.tgz",
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       "license": "MIT"
     },
+    "node_modules/@ungap/structured-clone": {
+      "version": "1.3.1",
+      "resolved": "https://registry.npmjs.org/@ungap/structured-clone/-/structured-clone-1.3.1.tgz",
+      "integrity": "sha512-mUFwbeTqrVgDQxFveS+df2yfap6iuP20NAKAsBt5jDEoOTDew+zwLAOilHCeQJOVSvmgCX4ogqIrA0mnyr08yQ==",
+      "license": "ISC"
+    },
     "node_modules/@vitejs/plugin-react": {
       "version": "6.0.1",
       "resolved": "https://registry.npmjs.org/@vitejs/plugin-react/-/plugin-react-6.0.1.tgz",
@@ -1105,6 +1158,16 @@
         "proxy-from-env": "^2.1.0"
       }
     },
+    "node_modules/bail": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/bail/-/bail-2.0.2.tgz",
+      "integrity": "sha512-0xO6mYd7JB2YesxDKplafRpsiOzPt9V02ddPCLbY1xYGPOX24NTyN50qnUxgCPcSoYMhKpAuBTjQoRZCAkUDRw==",
+      "license": "MIT",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
     "node_modules/balanced-match": {
       "version": "4.0.4",
       "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-4.0.4.tgz",
@@ -1209,6 +1272,56 @@
       ],
       "license": "CC-BY-4.0"
     },
+    "node_modules/ccount": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/ccount/-/ccount-2.0.1.tgz",
+      "integrity": "sha512-eyrF0jiFpY+3drT6383f1qhkbGsLSifNAjA61IUjZjmLCWjItY6LB9ft9YhoDgwfmclB2zhu51Lc7+95b8NRAg==",
+      "license": "MIT",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
+    "node_modules/character-entities": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/character-entities/-/character-entities-2.0.2.tgz",
+      "integrity": "sha512-shx7oQ0Awen/BRIdkjkvz54PnEEI/EjwXDSIZp86/KKdbafHh1Df/RYGBhn4hbe2+uKC9FnT5UCEdyPz3ai9hQ==",
+      "license": "MIT",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
+    "node_modules/character-entities-html4": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/character-entities-html4/-/character-entities-html4-2.1.0.tgz",
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+      "license": "MIT",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
+    "node_modules/character-entities-legacy": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/character-entities-legacy/-/character-entities-legacy-3.0.0.tgz",
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+      "license": "MIT",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
+    "node_modules/character-reference-invalid": {
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+      "resolved": "https://registry.npmjs.org/vfile/-/vfile-6.0.3.tgz",
+      "integrity": "sha512-KzIbH/9tXat2u30jf+smMwFCsno4wHVdNmzFyL+T/L3UGqqk6JKfVqOFOZEpZSHADH1k40ab6NUIXZq422ov3Q==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/unist": "^3.0.0",
+        "vfile-message": "^4.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/vfile-message": {
+      "version": "4.0.3",
+      "resolved": "https://registry.npmjs.org/vfile-message/-/vfile-message-4.0.3.tgz",
+      "integrity": "sha512-QTHzsGd1EhbZs4AsQ20JX1rC3cOlt/IWJruk893DfLRr57lcnOeMaWG4K0JrRta4mIJZKth2Au3mM3u03/JWKw==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/unist": "^3.0.0",
+        "unist-util-stringify-position": "^4.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
     "node_modules/victory-vendor": {
       "version": "37.3.6",
       "resolved": "https://registry.npmjs.org/victory-vendor/-/victory-vendor-37.3.6.tgz",
@@ -3287,6 +4447,16 @@
       "peerDependencies": {
         "zod": "^3.25.0 || ^4.0.0"
       }
+    },
+    "node_modules/zwitch": {
+      "version": "2.0.4",
+      "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz",
+      "integrity": "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==",
+      "license": "MIT",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
     }
   }
 }

frontend/package.json

@@ -18,6 +18,7 @@
     "react": "^19.2.5",
     "react-dom": "^19.2.5",
     "react-leaflet": "^5.0.0",
+    "react-markdown": "^10.1.0",
     "react-router-dom": "^7.14.2",
     "recharts": "^3.8.1"
   },

frontend/src/components/ChatWidget.jsx

@@ -1,5 +1,6 @@
 import React, { useState, useRef, useEffect } from 'react';
 import axios from 'axios';
+import ReactMarkdown from 'react-markdown';
 import { MessageCircle, X, Send, Sparkles, Bot, ShieldCheck } from 'lucide-react';
 import { API_BASE } from '../App';
 
@@ -203,18 +204,40 @@ export default function ChatWidget({ scope = 'public', studentId = null }) {
   );
 }
 
+const mdComponents = {
+  p:      ({ children }) => <p style={{ margin: '0 0 0.5em', lineHeight: 1.55 }}>{children}</p>,
+  strong: ({ children }) => <strong style={{ fontWeight: 700 }}>{children}</strong>,
+  em:     ({ children }) => <em style={{ fontStyle: 'italic' }}>{children}</em>,
+  ul:     ({ children }) => <ul style={{ margin: '0.3em 0 0.55em', paddingLeft: '1.3em', listStyle: 'disc' }}>{children}</ul>,
+  ol:     ({ children }) => <ol style={{ margin: '0.3em 0 0.55em', paddingLeft: '1.3em', listStyle: 'decimal' }}>{children}</ol>,
+  li:     ({ children }) => <li style={{ marginBottom: '0.2em', lineHeight: 1.5 }}>{children}</li>,
+  code:   ({ inline, children }) => inline
+    ? <code style={{ fontFamily: 'monospace', fontSize: '0.82em', background: 'rgba(0,0,0,0.08)', borderRadius: '3px', padding: '1px 5px' }}>{children}</code>
+    : <pre style={{ fontFamily: 'monospace', fontSize: '0.8em', background: 'rgba(0,0,0,0.06)', borderRadius: '6px', padding: '0.6em 0.8em', overflowX: 'auto', margin: '0.4em 0' }}><code>{children}</code></pre>,
+  h1: ({ children }) => <div style={{ fontWeight: 800, fontSize: '1em', marginBottom: '0.35em' }}>{children}</div>,
+  h2: ({ children }) => <div style={{ fontWeight: 700, fontSize: '0.95em', marginBottom: '0.3em' }}>{children}</div>,
+  h3: ({ children }) => <div style={{ fontWeight: 700, fontSize: '0.9em', marginBottom: '0.25em' }}>{children}</div>,
+  hr: () => <hr style={{ border: 'none', borderTop: '1px solid rgba(0,0,0,0.1)', margin: '0.5em 0' }} />,
+  a:  ({ href, children }) => <a href={href} target="_blank" rel="noreferrer" style={{ color: 'var(--signal, #C2410C)', textDecoration: 'underline' }}>{children}</a>,
+  blockquote: ({ children }) => <blockquote style={{ borderLeft: '3px solid rgba(0,0,0,0.15)', paddingLeft: '0.75em', margin: '0.3em 0', color: 'rgba(0,0,0,0.6)', fontStyle: 'italic' }}>{children}</blockquote>,
+};
+
 function Bubble({ who, children }) {
   const isUser = who === 'user';
+  const text = typeof children === 'string' ? children : '';
   return (
     <div style={{ display: 'flex', justifyContent: isUser ? 'flex-end' : 'flex-start' }}>
       <div style={{
-        maxWidth: '85%', fontSize: '0.85rem', lineHeight: 1.45, whiteSpace: 'pre-wrap',
+        maxWidth: '85%', fontSize: '0.85rem',
         padding: '9px 12px', borderRadius: isUser ? '12px 12px 3px 12px' : '12px 12px 12px 3px',
         background: isUser ? 'var(--navy, #1B2C5E)' : 'var(--card-raised, #fff)',
         color: isUser ? '#fff' : 'var(--ink, #1A1A1A)',
         border: isUser ? 'none' : '1px solid var(--card-edge, rgba(0,0,0,0.12))',
       }}>
-        {children}
+        {isUser
+          ? <span style={{ whiteSpace: 'pre-wrap', lineHeight: 1.45 }}>{text}</span>
+          : <div className="chat-md"><ReactMarkdown components={mdComponents}>{text}</ReactMarkdown></div>
+        }
       </div>
     </div>
   );

frontend/src/index.css

@@ -3320,3 +3320,6 @@ textarea.select-input { padding: 0.7rem 0.9rem; min-height: 84px; }
   .notif-panel { width: calc(100vw - 1.5rem); }
   .btn { padding: 0.55rem 0.95rem; font-size: 0.72rem; }
 }
+
+/* Chat bubble markdown — kill trailing paragraph gap */
+.chat-md > p:last-child { margin-bottom: 0 !important; }

frontend/src/pages/student/MyProfile.jsx

@@ -4,7 +4,7 @@ import {
   User, GraduationCap, Briefcase, Target, Save, Plus, X, RefreshCw,
   CheckCircle2, AlertTriangle, ShieldAlert, TrendingUp, TrendingDown,
   Info, Award, Code2, MessageSquare, Wrench, Minus, ShieldCheck, Lock,
-  Clock, XCircle,
+  Clock, XCircle, FileText, Upload, Sparkles, BarChart2,
 } from 'lucide-react';
 import { useAuth } from '../../context/AuthContext';
 import { API_BASE } from '../../App';
@@ -16,6 +16,7 @@ const TABS = [
   { id: 'employability', label: 'Employability',  icon: Briefcase   },
   { id: 'placement',     label: 'Placement',      icon: Target      },
   { id: 'verification',  label: 'Verification',   icon: ShieldCheck },
+  { id: 'resume',        label: 'Resume & ATS',   icon: FileText    },
 ];
 const INTERNSHIP_TIERS    = ['MNC', 'Unicorn', 'MidSize', 'Startup', 'Other'];
 const INTERVIEW_STATUSES  = ['', 'Applied', 'Shortlisted', 'Interview Scheduled', 'Selected', 'Offer Received', 'Rejected'];
@@ -1141,6 +1142,437 @@ function VerificationTab({ sid, richProfile, initialVerif, onVerifUpdate }) {
   );
 }
 
+// ─── Tab: Resume & ATS ───────────────────────────────────────────────────────
+const JOB_PROFILES = [
+  'Software Engineer – Backend',
+  'Software Engineer – Frontend / Full-Stack',
+  'Data Analyst',
+  'Data Scientist / ML Engineer',
+  'Business Analyst',
+  'Product Manager',
+  'Finance Analyst / Investment Banking',
+  'Marketing Manager',
+  'Human Resources Manager',
+  'Operations Manager',
+  'Supply Chain Analyst',
+  'Healthcare Administrator',
+  'Clinical Research Associate',
+  'Embedded Systems / Hardware Engineer',
+  'DevOps / Cloud Engineer',
+];
+
+const gradeColor = g => {
+  if (!g) return 'var(--ink-faint)';
+  if (g.startsWith('A')) return 'var(--risk-low)';
+  if (g.startsWith('B')) return 'var(--signal)';
+  if (g.startsWith('C')) return 'var(--risk-medium)';
+  return 'var(--risk-high)';
+};
+
+function ScoreBar({ label, score, max = 100 }) {
+  const pct = Math.min(100, Math.round((score / max) * 100));
+  const color = pct >= 70 ? 'var(--risk-low)' : pct >= 50 ? 'var(--signal)' : 'var(--risk-high)';
+  return (
+    <div style={{ marginBottom: '0.65rem' }}>
+      <div style={{ display: 'flex', justifyContent: 'space-between', fontSize: '0.78rem', marginBottom: '0.25rem' }}>
+        <span style={{ color: 'var(--ink-muted)' }}>{label}</span>
+        <span className="mono" style={{ fontWeight: 700, color }}>{score}<span style={{ color: 'var(--ink-faint)', fontWeight: 400 }}>/100</span></span>
+      </div>
+      <div style={{ height: '5px', background: 'var(--paper-deep)', borderRadius: '3px', overflow: 'hidden', border: '1px solid var(--card-edge)' }}>
+        <div style={{ height: '100%', width: `${pct}%`, background: color, borderRadius: '3px', transition: 'width 0.5s ease' }} />
+      </div>
+    </div>
+  );
+}
+
+function ResumeTab({ data, onChange, studentId }) {
+  const [file,        setFile]       = useState(null);
+  const [dragging,    setDragging]   = useState(false);
+  const [parsing,     setParsing]    = useState(false);
+  const [parsed,      setParsed]     = useState(null);
+  const [resumeText,  setResumeText] = useState('');
+  const [parseErr,    setParseErr]   = useState(null);
+  const [applied,     setApplied]    = useState(false);
+
+  const [jobProfile,  setJobProfile] = useState('');
+  const [scoring,     setScoring]    = useState(false);
+  const [atsResult,   setAtsResult]  = useState(null);
+  const [atsErr,      setAtsErr]     = useState(null);
+
+  const fileInputRef = useState(null);
+
+  const pickFile = f => {
+    if (!f) return;
+    const ok = ['application/pdf',
+      'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
+      'text/plain'].includes(f.type) || f.name.endsWith('.pdf') || f.name.endsWith('.docx');
+    if (!ok) { setParseErr('Please upload a PDF, DOCX, or plain-text file.'); return; }
+    setFile(f);
+    setParsed(null);
+    setResumeText('');
+    setParseErr(null);
+    setAtsResult(null);
+    setAtsErr(null);
+    setApplied(false);
+  };
+
+  const handleDrop = e => {
+    e.preventDefault();
+    setDragging(false);
+    pickFile(e.dataTransfer.files?.[0]);
+  };
+
+  const handleParse = async () => {
+    if (!file) return;
+    setParsing(true);
+    setParseErr(null);
+    setParsed(null);
+    setAtsResult(null);
+    try {
+      const fd = new FormData();
+      fd.append('file', file);
+      const r = await axios.post(`${API_BASE}/api/v1/student/${studentId}/resume/parse`, fd, {
+        headers: { 'Content-Type': 'multipart/form-data' },
+      });
+      setParsed(r.data.parsed);
+      setResumeText(r.data.resume_text || '');
+    } catch (e) {
+      setParseErr(e?.response?.data?.detail || 'Parse failed — check that the backend is running and an LLM key is set.');
+    } finally {
+      setParsing(false);
+    }
+  };
+
+  const applyParsed = () => {
+    if (!parsed || !onChange) return;
+    const p = parsed;
+    const updated = { ...data };
+    // Personal
+    if (p.full_name)       updated.full_name       = p.full_name;
+    if (p.email)           updated.email           = p.email;
+    if (p.mobile)          updated.mobile          = p.mobile;
+    if (p.city)            updated.city            = p.city;
+    if (p.state)           updated.state           = p.state;
+    if (p.graduation_year) updated.graduation_year = p.graduation_year;
+    // Academic
+    if (p.cgpa)            updated.cgpa            = p.cgpa;
+    if (p.achievements?.length) updated.achievements = p.achievements;
+    if (p.coding_problems_solved != null) updated.coding_problems_solved = p.coding_problems_solved;
+    if (p.hackathons_attended    != null) updated.hackathons_attended    = p.hackathons_attended;
+    // Skills
+    if (p.skills) updated.skills = {
+      languages: p.skills.languages?.length ? p.skills.languages : (data.skills?.languages || []),
+      technical: p.skills.technical?.length ? p.skills.technical : (data.skills?.technical || []),
+      tools:     p.skills.tools?.length     ? p.skills.tools     : (data.skills?.tools     || []),
+      soft:      p.skills.soft?.length      ? p.skills.soft      : (data.skills?.soft      || []),
+    };
+    // Employability lists — merge, don't overwrite if resume had none
+    if (p.internships?.length)    updated.internships    = p.internships;
+    if (p.certifications?.length) updated.certifications = p.certifications;
+    if (p.projects?.length)       updated.projects       = p.projects;
+    onChange(updated);
+    setApplied(true);
+  };
+
+  const handleAtsScore = async () => {
+    if (!resumeText || !jobProfile) return;
+    setScoring(true);
+    setAtsErr(null);
+    setAtsResult(null);
+    try {
+      const r = await axios.post(`${API_BASE}/api/v1/student/${studentId}/resume/ats-score`, {
+        resume_text: resumeText,
+        job_profile: jobProfile,
+      });
+      setAtsResult(r.data);
+    } catch (e) {
+      setAtsErr(e?.response?.data?.detail || 'ATS scoring failed — check that an LLM API key is configured.');
+    } finally {
+      setScoring(false);
+    }
+  };
+
+  const bd = atsResult?.breakdown || {};
+
+  return (
+    <div>
+      {/* ── Upload zone ─────────────────────────────────────────────────── */}
+      <div className="card" style={{ marginBottom: '1rem' }}>
+        <div className="card-title" style={{ marginBottom: '0.85rem' }}><Upload size={13}/> Upload Resume</div>
+
+        {/* Drop zone */}
+        <div
+          onDragOver={e => { e.preventDefault(); setDragging(true); }}
+          onDragLeave={() => setDragging(false)}
+          onDrop={handleDrop}
+          onClick={() => document.getElementById('resume-file-input').click()}
+          style={{
+            border: `2px dashed ${dragging ? 'var(--accent-primary)' : 'var(--card-edge-strong)'}`,
+            borderRadius: '6px',
+            padding: '2.5rem 1.5rem',
+            textAlign: 'center',
+            cursor: 'pointer',
+            background: dragging ? 'rgba(var(--accent-primary-rgb, 30,100,220),0.04)' : 'var(--paper-deep)',
+            transition: 'border-color 0.2s, background 0.2s',
+            marginBottom: '1rem',
+          }}
+        >
+          <FileText size={32} color="var(--ink-faint)" style={{ marginBottom: '0.65rem' }} />
+          <div style={{ fontWeight: 600, color: 'var(--ink)', fontSize: '0.9rem', marginBottom: '0.3rem' }}>
+            {file ? file.name : 'Drop your resume here'}
+          </div>
+          <div style={{ fontSize: '0.74rem', color: 'var(--ink-faint)' }}>
+            {file ? `${(file.size / 1024).toFixed(0)} KB · click to change` : 'PDF or DOCX · click to browse · max 5 MB'}
+          </div>
+          <input
+            id="resume-file-input"
+            type="file"
+            accept=".pdf,.docx,.txt"
+            style={{ display: 'none' }}
+            onChange={e => pickFile(e.target.files?.[0])}
+          />
+        </div>
+
+        {parseErr && (
+          <div style={{ padding: '0.5rem 0.75rem', background: 'rgba(168,40,40,0.07)', border: '1px solid rgba(168,40,40,0.2)', borderRadius: '3px', fontSize: '0.8rem', color: 'var(--risk-high)', marginBottom: '0.75rem', display: 'flex', gap: '6px', alignItems: 'flex-start' }}>
+            <AlertTriangle size={13} style={{ marginTop: '1px', flexShrink: 0 }}/>{parseErr}
+          </div>
+        )}
+
+        <button
+          className="btn btn-primary"
+          onClick={handleParse}
+          disabled={!file || parsing}
+          style={{ opacity: (!file || parsing) ? 0.5 : 1 }}
+        >
+          {parsing
+            ? <><RefreshCw size={14} style={{ animation: 'spin 1s linear infinite' }}/> Parsing…</>
+            : <><Sparkles size={14}/> Parse &amp; Autofill Profile</>}
+        </button>
+        <p style={{ marginTop: '0.55rem', fontSize: '0.72rem', color: 'var(--ink-faint)', lineHeight: 1.5 }}>
+          The AI reads your resume and pre-fills Personal, Academic, and Employability fields.
+          Review the preview below before applying.
+        </p>
+      </div>
+
+      {/* ── Parsed preview ──────────────────────────────────────────────── */}
+      {parsed && !parsed._error && (
+        <div className="card animate-fade-up" style={{ marginBottom: '1rem', borderLeft: '4px solid var(--risk-low)' }}>
+          <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', marginBottom: '1rem' }}>
+            <div className="card-title"><CheckCircle2 size={13} color="var(--risk-low)"/> Resume parsed — review before applying</div>
+            {applied && (
+              <span style={{ fontSize: '0.72rem', color: 'var(--risk-low)', fontWeight: 700, display: 'flex', alignItems: 'center', gap: '4px' }}>
+                <CheckCircle2 size={11}/> Applied to profile
+              </span>
+            )}
+          </div>
+
+          <div style={{ display: 'grid', gridTemplateColumns: 'repeat(auto-fill, minmax(220px, 1fr))', gap: '0.5rem 1.5rem', marginBottom: '1rem' }}>
+            {[
+              ['Name',        parsed.full_name],
+              ['Email',       parsed.email],
+              ['Mobile',      parsed.mobile],
+              ['City / State', [parsed.city, parsed.state].filter(Boolean).join(', ')],
+              ['CGPA',        parsed.cgpa],
+              ['Graduation',  parsed.graduation_year],
+            ].map(([label, val]) => val ? (
+              <div key={label} style={{ fontSize: '0.82rem' }}>
+                <span style={{ fontSize: '0.68rem', fontWeight: 700, textTransform: 'uppercase', letterSpacing: '0.1em', color: 'var(--ink-faint)', display: 'block', marginBottom: '2px' }}>{label}</span>
+                <span style={{ color: 'var(--ink)', fontWeight: 500 }}>{String(val)}</span>
+              </div>
+            ) : null)}
+          </div>
+
+          {/* Skills chips */}
+          {Object.entries(parsed.skills || {}).some(([, v]) => v?.length > 0) && (
+            <div style={{ marginBottom: '0.85rem' }}>
+              <div style={{ fontSize: '0.68rem', fontWeight: 700, textTransform: 'uppercase', letterSpacing: '0.1em', color: 'var(--ink-faint)', marginBottom: '0.4rem' }}>Skills extracted</div>
+              <div style={{ display: 'flex', flexWrap: 'wrap', gap: '4px' }}>
+                {[...(parsed.skills.languages || []), ...(parsed.skills.technical || []), ...(parsed.skills.tools || [])].slice(0, 20).map(s => (
+                  <span key={s} style={{ fontSize: '0.72rem', padding: '2px 8px', background: 'var(--paper-deep)', border: '1px solid var(--card-edge)', borderRadius: '2px', color: 'var(--ink)' }}>{s}</span>
+                ))}
+              </div>
+            </div>
+          )}
+
+          {/* Counts */}
+          <div style={{ display: 'flex', gap: '1.5rem', flexWrap: 'wrap', marginBottom: '1rem', fontSize: '0.82rem', color: 'var(--ink-muted)' }}>
+            {parsed.internships?.length > 0 && <span><strong style={{ color: 'var(--ink)' }}>{parsed.internships.length}</strong> internship{parsed.internships.length > 1 ? 's' : ''}</span>}
+            {parsed.certifications?.length > 0 && <span><strong style={{ color: 'var(--ink)' }}>{parsed.certifications.length}</strong> certification{parsed.certifications.length > 1 ? 's' : ''}</span>}
+            {parsed.projects?.length > 0 && <span><strong style={{ color: 'var(--ink)' }}>{parsed.projects.length}</strong> project{parsed.projects.length > 1 ? 's' : ''}</span>}
+            {parsed.achievements?.length > 0 && <span><strong style={{ color: 'var(--ink)' }}>{parsed.achievements.length}</strong> achievement{parsed.achievements.length > 1 ? 's' : ''}</span>}
+          </div>
+
+          <div style={{ display: 'flex', gap: '0.6rem', flexWrap: 'wrap' }}>
+            <button
+              className="btn btn-primary"
+              onClick={applyParsed}
+              disabled={applied}
+              style={{ opacity: applied ? 0.5 : 1 }}
+            >
+              <CheckCircle2 size={14}/> {applied ? 'Applied' : 'Apply to Profile'}
+            </button>
+            <button className="btn btn-ghost" onClick={() => { setParsed(null); setApplied(false); }}>
+              <X size={14}/> Discard
+            </button>
+          </div>
+          {applied && (
+            <p style={{ marginTop: '0.5rem', fontSize: '0.72rem', color: 'var(--ink-faint)' }}>
+              Fields populated — switch to Personal / Academic / Employability tabs to review, then save each tab.
+            </p>
+          )}
+        </div>
+      )}
+
+      {parsed?._error && (
+        <div style={{ padding: '0.6rem 0.9rem', background: 'rgba(168,40,40,0.07)', border: '1px solid rgba(168,40,40,0.2)', borderRadius: '3px', fontSize: '0.8rem', color: 'var(--risk-high)', marginBottom: '1rem' }}>
+          <AlertTriangle size={12} style={{ verticalAlign: '-2px', marginRight: '5px' }}/>Parse error: {parsed._error}
+        </div>
+      )}
+
+      {/* ── ATS Scoring ──────────────────────────────────────────────────── */}
+      <div className="card">
+        <div className="card-title" style={{ marginBottom: '0.85rem' }}><BarChart2 size={13}/> ATS Score</div>
+        <p style={{ fontSize: '0.8rem', color: 'var(--ink-muted)', marginBottom: '1rem', lineHeight: 1.55 }}>
+          Select a target job profile and score your resume against what recruiters' ATS systems look for.
+          Upload and parse your resume first — the text carries over automatically.
+        </p>
+
+        <div style={{ display: 'flex', gap: '0.6rem', flexWrap: 'wrap', alignItems: 'flex-end', marginBottom: '1rem' }}>
+          <div style={{ flex: 1, minWidth: '220px' }}>
+            <div style={{ fontSize: '0.68rem', fontWeight: 700, textTransform: 'uppercase', letterSpacing: '0.1em', color: 'var(--ink-faint)', marginBottom: '0.4rem' }}>Target job profile</div>
+            <select
+              className="select-input"
+              value={jobProfile}
+              onChange={e => setJobProfile(e.target.value)}
+              style={{ width: '100%' }}
+            >
+              <option value="">— Select a role —</option>
+              {JOB_PROFILES.map(p => <option key={p} value={p}>{p}</option>)}
+            </select>
+          </div>
+          <button
+            className="btn btn-primary"
+            onClick={handleAtsScore}
+            disabled={!resumeText || !jobProfile || scoring}
+            style={{ opacity: (!resumeText || !jobProfile || scoring) ? 0.5 : 1, flexShrink: 0 }}
+          >
+            {scoring
+              ? <><RefreshCw size={14} style={{ animation: 'spin 1s linear infinite' }}/> Scoring…</>
+              : <><BarChart2 size={14}/> Score Resume</>}
+          </button>
+        </div>
+        {!resumeText && (
+          <p style={{ fontSize: '0.72rem', color: 'var(--risk-medium)', display: 'flex', alignItems: 'center', gap: '5px' }}>
+            <Info size={12}/> Parse your resume above first to enable ATS scoring.
+          </p>
+        )}
+
+        {atsErr && (
+          <div style={{ padding: '0.5rem 0.75rem', background: 'rgba(168,40,40,0.07)', border: '1px solid rgba(168,40,40,0.2)', borderRadius: '3px', fontSize: '0.8rem', color: 'var(--risk-high)', marginTop: '0.5rem' }}>
+            <AlertTriangle size={12} style={{ verticalAlign: '-2px', marginRight: '5px' }}/>{atsErr}
+          </div>
+        )}
+
+        {/* ATS result */}
+        {atsResult && !atsResult._error && (
+          <div className="animate-fade-up" style={{ marginTop: '1.25rem' }}>
+
+            {/* Hero score */}
+            <div style={{ display: 'flex', alignItems: 'center', gap: '2rem', flexWrap: 'wrap', padding: '1rem 1.25rem', background: 'var(--paper-deep)', border: `1px solid ${gradeColor(atsResult.grade)}44`, borderRadius: '6px', marginBottom: '1.25rem' }}>
+              <div style={{ textAlign: 'center' }}>
+                <div style={{ fontFamily: 'var(--font-display)', fontSize: '3.5rem', lineHeight: 1, color: gradeColor(atsResult.grade), fontWeight: 400 }}>
+                  {atsResult.overall_score}
+                </div>
+                <div style={{ fontSize: '0.68rem', color: 'var(--ink-faint)', textTransform: 'uppercase', letterSpacing: '0.1em' }}>/ 100</div>
+              </div>
+              <div>
+                <div style={{ fontFamily: 'var(--font-display)', fontSize: '2rem', color: gradeColor(atsResult.grade), fontWeight: 400, lineHeight: 1, marginBottom: '0.25rem' }}>
+                  {atsResult.grade}
+                </div>
+                <div style={{ fontSize: '0.78rem', color: 'var(--ink-muted)' }}>vs. <strong style={{ color: 'var(--ink)' }}>{atsResult.job_profile}</strong></div>
+              </div>
+            </div>
+
+            {/* Score bars */}
+            <div style={{ marginBottom: '1.25rem' }}>
+              <div style={{ fontSize: '0.68rem', fontWeight: 700, textTransform: 'uppercase', letterSpacing: '0.1em', color: 'var(--ink-faint)', marginBottom: '0.75rem' }}>Score breakdown</div>
+              <ScoreBar label="Keyword Match (30%)"        score={bd.keyword_match?.score        ?? 0} />
+              <ScoreBar label="Skills Alignment (25%)"     score={bd.skills_alignment?.score     ?? 0} />
+              <ScoreBar label="Experience Relevance (20%)" score={bd.experience_relevance?.score ?? 0} />
+              <ScoreBar label="Education Match (15%)"      score={bd.education_match?.score      ?? 0} />
+              <ScoreBar label="Quantified Impact (10%)"    score={bd.quantified_impact?.score    ?? 0} />
+            </div>
+
+            {/* Missing keywords */}
+            {bd.keyword_match?.missing_keywords?.length > 0 && (
+              <div style={{ marginBottom: '1rem' }}>
+                <div style={{ fontSize: '0.68rem', fontWeight: 700, textTransform: 'uppercase', letterSpacing: '0.1em', color: 'var(--risk-high)', marginBottom: '0.4rem' }}>Missing keywords</div>
+                <div style={{ display: 'flex', flexWrap: 'wrap', gap: '4px' }}>
+                  {bd.keyword_match.missing_keywords.map(k => (
+                    <span key={k} style={{ fontSize: '0.72rem', padding: '2px 8px', background: 'rgba(168,40,40,0.07)', border: '1px solid rgba(168,40,40,0.2)', borderRadius: '2px', color: 'var(--risk-high)' }}>{k}</span>
+                  ))}
+                </div>
+              </div>
+            )}
+
+            {/* Found keywords */}
+            {bd.keyword_match?.found_keywords?.length > 0 && (
+              <div style={{ marginBottom: '1rem' }}>
+                <div style={{ fontSize: '0.68rem', fontWeight: 700, textTransform: 'uppercase', letterSpacing: '0.1em', color: 'var(--risk-low)', marginBottom: '0.4rem' }}>Matched keywords</div>
+                <div style={{ display: 'flex', flexWrap: 'wrap', gap: '4px' }}>
+                  {bd.keyword_match.found_keywords.map(k => (
+                    <span key={k} style={{ fontSize: '0.72rem', padding: '2px 8px', background: 'rgba(47,110,69,0.07)', border: '1px solid rgba(47,110,69,0.2)', borderRadius: '2px', color: 'var(--risk-low)' }}>{k}</span>
+                  ))}
+                </div>
+              </div>
+            )}
+
+            {/* Strengths & Gaps */}
+            <div style={{ display: 'grid', gridTemplateColumns: '1fr 1fr', gap: '1rem', marginBottom: '1rem' }}>
+              {atsResult.strengths?.length > 0 && (
+                <div>
+                  <div style={{ fontSize: '0.68rem', fontWeight: 700, textTransform: 'uppercase', letterSpacing: '0.1em', color: 'var(--risk-low)', marginBottom: '0.4rem' }}>Strengths</div>
+                  {atsResult.strengths.map((s, i) => (
+                    <div key={i} style={{ display: 'flex', gap: '6px', fontSize: '0.79rem', color: 'var(--ink-soft)', marginBottom: '0.3rem', alignItems: 'flex-start' }}>
+                      <span style={{ width: '5px', height: '5px', borderRadius: '50%', background: 'var(--risk-low)', flexShrink: 0, marginTop: '6px' }}/>
+                      {s}
+                    </div>
+                  ))}
+                </div>
+              )}
+              {atsResult.improvement_areas?.length > 0 && (
+                <div>
+                  <div style={{ fontSize: '0.68rem', fontWeight: 700, textTransform: 'uppercase', letterSpacing: '0.1em', color: 'var(--risk-high)', marginBottom: '0.4rem' }}>Improvement areas</div>
+                  {atsResult.improvement_areas.map((s, i) => (
+                    <div key={i} style={{ display: 'flex', gap: '6px', fontSize: '0.79rem', color: 'var(--ink-soft)', marginBottom: '0.3rem', alignItems: 'flex-start' }}>
+                      <span style={{ width: '5px', height: '5px', borderRadius: '50%', background: 'var(--risk-high)', flexShrink: 0, marginTop: '6px' }}/>
+                      {s}
+                    </div>
+                  ))}
+                </div>
+              )}
+            </div>
+
+            {/* Recommendations */}
+            {atsResult.recommendations?.length > 0 && (
+              <div style={{ padding: '0.85rem 1rem', background: 'rgba(var(--signal-rgb,30,80,180),0.05)', border: '1px solid var(--card-edge-strong)', borderRadius: '4px' }}>
+                <div style={{ fontSize: '0.68rem', fontWeight: 700, textTransform: 'uppercase', letterSpacing: '0.1em', color: 'var(--signal)', marginBottom: '0.55rem' }}>Recommendations</div>
+                {atsResult.recommendations.map((r, i) => (
+                  <div key={i} style={{ display: 'flex', gap: '8px', fontSize: '0.8rem', color: 'var(--ink-soft)', marginBottom: '0.4rem', alignItems: 'flex-start' }}>
+                    <span className="mono" style={{ color: 'var(--signal)', fontWeight: 700, flexShrink: 0, fontSize: '0.72rem', marginTop: '2px' }}>{String(i + 1).padStart(2, '0')}</span>
+                    {r}
+                  </div>
+                ))}
+              </div>
+            )}
+          </div>
+        )}
+      </div>
+    </div>
+  );
+}
+
 // ─── Main page ────────────────────────────────────────────────────────────────
 export default function MyProfile() {
   const { user } = useAuth();
@@ -1308,6 +1740,34 @@ export default function MyProfile() {
             onVerifUpdate={updateVerification}
           />
         )}
+        {tab === 'resume' && (
+          <ResumeTab
+            data={{ ...personal, ...academic, ...employability }}
+            onChange={merged => {
+              setPersonal(p => ({ ...p,
+                full_name: merged.full_name ?? p?.full_name,
+                email: merged.email ?? p?.email,
+                mobile: merged.mobile ?? p?.mobile,
+                city: merged.city ?? p?.city,
+                state: merged.state ?? p?.state,
+                graduation_year: merged.graduation_year ?? p?.graduation_year,
+              }));
+              setAcademic(a => ({ ...a,
+                cgpa: merged.cgpa ?? a?.cgpa,
+                achievements: merged.achievements ?? a?.achievements,
+                coding_problems_solved: merged.coding_problems_solved ?? a?.coding_problems_solved,
+                hackathons_attended: merged.hackathons_attended ?? a?.hackathons_attended,
+              }));
+              setEmployability(e => ({ ...e,
+                skills: merged.skills ?? e?.skills,
+                internships: merged.internships ?? e?.internships,
+                certifications: merged.certifications ?? e?.certifications,
+                projects: merged.projects ?? e?.projects,
+              }));
+            }}
+            studentId={sid}
+          />
+        )}
       </div>
     </div>
   );