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all_lauzhack_projects_analysis_ready.parquet

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lauzhack-2025/lauzhack_github_project_metadata.json

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     "description": "We develope a method to buy a train ticket without the need of exposing personal information. The ticket is printable on paper. Beside you are able to print multible copies, you can´t used in parallel by multible people.",
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     "url": "https://github.com/Laugenstulle/lauzhack25"
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     "description": "We are working on increasing haptics integration in the workflow, and replacing system sounds with haptics for people with hearing problems.",
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     "hackathon_name": "LauzHack 2025",
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     "project_title": "Pochti Poluchilos",
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     "hackathon_name": "LauzHack 2025",
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     "project_title": "Invisible ink stamps",
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     "description": "Finding the right research position, PhD, or collaboration is a broken process. Talented researchers spend 80% of their time manually trawling through fragmented university websites, reading endless lab descriptions. The remaining 20% is spent stressing over how to write the perfect \"cold email”.\n\nThe solution? NetResearch.\n\nNetResearch is a multi-agent system that revolutionises academic networking. \nIt ingests your raw CV, understands your research interests, and processes your existing networ",
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     "description": "Most e-ticketing systems for public transport either track users (accounts, IDs, device IDs) or are hard to scale and secure. We wanted something that feels like a paper ticket: anonymous, easy to validate, but still cryptographically secure and tamper-evident.",
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     "hackathon_name": "LauzHack 2025",
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     "project_title": "AETT – Anonymous E-Ticket Toolkit",
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     "team": [
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       "Marta Maric",
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     "description": "We used the logitech MX creative console in novel ways for football management purposes, and also created a game that visually displays important details on the device itself, which hadn't been done before. We also created an entire suite of games that run on the mx creative console. We also created a means on-platform for sports science experimentation for assisting sports-science research developers.",
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     "hackathon_name": "LauzHack 2025",
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     "project_title": "MX Egg",
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     "team": [
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     "url": "https://github.com/batikanor/mx-egg"
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     "description": "A showcase website to issue tickets without personal data, that can be printed or dematerialised. The website also allows to scan the ticket to know wethever it is valid or not. In order to do that, it checks that the ticket has not been copied, used by another person, or used multiple times in an unexpected way.\nThe website uses the api of open transport data to fetch actual stations and trips.",
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     "hackathon_name": "LauzHack 2025",
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     "project_title": "SBB Anonymous Tickets",
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     "team": [
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     "description": "AI agent to streamline aggregation and processing of financial compliance data coming from numerous sources.",
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     "hackathon_name": "LauzHack 2025",
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     "project_title": "Axion",
     "project_uid": "id:30",
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     "team": [
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     "url": "https://github.com/Mitrofanius/Axion_LauzHack_2025"
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     "description": "Web application that compares parts of your proposed patent to other patents in our database. It will highlight every paragraph in a shade of a certain color, based on how similar it is to paragraphs in other patents. It also shows those similar patents and recommends changes, and steps needed for a unique novelty patent.",
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     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 31,
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     "project_title": "Patent Wizard",
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     "team": [
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     "description": "The system uses a ticket system, and a personal identification token (PIT) which is linked to a single customer, without any of the customers information contained on it. The tickets will be linked to the specific PIT, and the PIT will have a changing QR code, as well as a live image which will not allow it to be shared through methods such as screenshots. The PIT will also be linked to a single device. The system will contain a client side, showing the tickets and PIT, and a company side, which",
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     "hackathon_name": "LauzHack 2025",
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     "id": 32,
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     "project_title": "PGP Encrypted Ticketing System",
     "project_uid": "id:32",
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     "team": [
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       "Eduardo Visinheski",
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     "url": "https://github.com/Ed-Visinheski/LauzHack_SBB_Ticketing_System"
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     "description": "This application reimagines local discovery by combining open geographic data with real-time AI enrichment, producing a smarter and more context-aware alternative to traditional map apps. Instead of overwhelming users with irrelevant or low-quality points of interest, the system filters and scores places by metadata richness, availability of real images, and proximity—surface only locations that are genuinely useful. Each POI is enhanced with concise AI-generated descriptions, giving travelers q",
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     "hackathon_name": "LauzHack 2025",
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     "id": 33,
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     "project_id": "33",
     "project_title": "TouristNow",
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     "team": [
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     "url": "https://github.com/Jovan-Savic/LauzHack"
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     "description": "An AI agent solution to editing your photos, users can query an AI to edit photos in the ways that they desire, removing the need to learn complex photo editing suites. Created with Logitech peripherals in mind, providing haptic feedback to users and utilising MX Creative Console to perform precision adjustments to your photos.",
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     "hackathon_name": "LauzHack 2025",
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     "project_title": "FotoAI and Logit",
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     "team": [
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     "url": "https://github.com/Vrun1506/foto-AI"
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     "description": "This tool fixes the common trap where great products end up wrapped in rushed, inconsistent or AI-slop UI. It generates a clean, accessible, fully structured design system from any inspiration site, lets developers tweak it quickly, and then enforces it inside their IDE. The result: devs can stay focused on building features while still shipping interfaces that look intentional, feel consistent and meet usability and accessibility standards from day one.",
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     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 35,
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     "project_id": "35",
     "project_title": "DesignKit",
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     "team": [
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     "url": "https://github.com/swimmingkirby/devdesignkit"
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     "description": "An intelligent compliance analysis system that combines large language models with structured database queries to streamline anti-money laundering (AML) investigations. The system accepts natural language prompts from compliance officers and automatically determines which database queries to execute, synthesizes findings from multiple data sources, and presents evidence-based analysis with full transparency. Built with a stateless architecture, it features real-time query tracking, automatic tab",
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     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 36,
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     "project_id": "36",
     "project_title": "BankGuard - Financial Safety Assistant",
     "project_uid": "id:36",
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     "team": [
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       "Vincent Danys"
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     "url": "https://github.com/gryglik/UBS-challange-Agentic-Financial-Compliance-Copilot"
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     "description": "SATUK is an AI-powered “ranger buddy” that helps conservation teams analyze wildfire recovery and wildlife activity by combining satellite imagery, wildlife camera trap videos, and vision‑language models in a single interface.",
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     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 37,
+    "image_url": "",
     "project_id": "37",
     "project_title": "SATUK4",
     "project_uid": "id:37",
+    "tags": [],
     "team": [
       "Ewa Miazga",
       "Michał Wróbel",
@@ -6372,8 +6446,8 @@
     "url": "https://github.com/ewaMiazga/lauzhack-2025"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "This project uses a multi-agent system to transform a whiteboard image and brainstorming audio into a fully structured, production-ready project. The Logitech MX Brio camera and microphone capture high-quality visual and audio input. Several AI agents, orchestrated via Oracle’s Agent Spec and WayFlow frameworks, collaborate to analyze the inputs, extract key ideas, interpret requirements, design architecture, generate modular code, and produce documentation. Gemini (via LLM and vision LLM) power",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -6515,9 +6589,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 38,
+    "image_url": "",
     "project_id": "38",
     "project_title": "Specter",
     "project_uid": "id:38",
+    "tags": [],
     "team": [
       "Lina Sadgal",
       "Matthias Wyss",
@@ -6528,8 +6604,8 @@
     "url": "https://github.com/matthias-wyss/specter"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "This notebook uses Meta’s SAM3 vision model to segment an overhead aerial image into cars and roads. It filters car detections by shape and size, removes cars that are surrounded by detected road, and clusters the remaining (off‑road) cars into groups. From these clusters it infers a structured grid of parking spaces, distinguishing between occupied and empty spots. Finally, it visualizes car clusters and inferred parking spaces overlaid on the original image.",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -6673,9 +6749,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 39,
+    "image_url": "",
     "project_id": "39",
     "project_title": "sPARKing",
     "project_uid": "id:39",
+    "tags": [],
     "team": [
       "Dušan Korizma",
       "Ivan Bokor",
@@ -6686,8 +6764,8 @@
     "url": "https://github.com/blin04/lauzhack"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "Automatic transport planner and manager app through AI Agents that supports full anonymity.",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -6860,9 +6938,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 40,
+    "image_url": "",
     "project_id": "40",
     "project_title": "MoviAI",
     "project_uid": "id:40",
+    "tags": [],
     "team": [
       "Claudia Altadill",
       "Albert Cañadilla",
@@ -6873,8 +6953,8 @@
     "url": "https://github.com/acanadil/MoviAI"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "HapticMorse is a multi-feature platform designed to support visually impaired and hearing-impaired individuals in performing everyday tasks on their personal computers. By leveraging the advanced haptic-feedback capabilities integrated into the side of the Logitech MX Master 4 mouse, HapticMorse enables users to convert written text into Morse code vibrations. This allows users to receive information through tactile signals, offering an intuitive and accessible alternative to traditional audio o",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -6994,9 +7074,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 41,
+    "image_url": "",
     "project_id": "41",
     "project_title": "HapticMorse",
     "project_uid": "id:41",
+    "tags": [],
     "team": [
       "Andrej Veličkov",
       "Filip Bajraktari",
@@ -7007,8 +7089,8 @@
     "url": "https://github.com/FilipBajraktari/mx-master-4-webhid"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "Zero Knowledge Proofs and Merkle Trees applied to private and anonymous tickets in a nationwide train company",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -7165,9 +7247,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 42,
+    "image_url": "",
     "project_id": "42",
     "project_title": "Anonymous ZKT",
     "project_uid": "id:42",
+    "tags": [],
     "team": [
       "Barlas Sen"
     ],
@@ -7175,8 +7259,8 @@
     "url": "https://github.com/Barlassen/AZKT-System-"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "We designed a system where a user can buy and use transport tickets totally anonymously while enforcing fraud prevention, we use an anonymous card that can sign challenges to prove it's authenticity and store a token and a salt",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -7373,9 +7457,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 43,
+    "image_url": "",
     "project_id": "43",
     "project_title": "SBB Anonymous Train Ticket",
     "project_uid": "id:43",
+    "tags": [],
     "team": [
       "Anthony Richelle",
       "Arnaud Wery",
@@ -7386,8 +7472,8 @@
     "url": "https://github.com/Yonyc/LauzHack-SBB-2025-app"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "Inspired by other ticketing systems in Europe we introduce an upgrade to the current system by introducing tickets without personal data. We developed a preview of 2 apps - one for the customer and the other for the controller. To check the ticket, the controller needs to tap their phone with their app to the other phone and check the necessarily trip details. During purchase, the ticket is prescribed to the phone ensuring that it cannot be used by multiple people.",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -7497,9 +7583,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 44,
+    "image_url": "",
     "project_id": "44",
     "project_title": "Cryptickets",
     "project_uid": "id:44",
+    "tags": [],
     "team": [
       "Anca Sfia",
       "Oskar Dabkowski",
@@ -7509,8 +7597,8 @@
     "url": "https://github.com/oskdbk/Lauzhack2025"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "Our project empowers podcasters to elevate their content with credibility and clarity by leveraging advanced AI voice analysis. The platform dynamically maps each episode’s topic flow, automatically analyzes and fact-checks spoken content, and enriches key moments with curated visuals and authoritative sources. By saving creators hours of manual work, improving episode transparency, and boosting listener engagement, we make it easy for any podcaster to produce high-impact, professional, and reli",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -7658,9 +7746,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 45,
+    "image_url": "",
     "project_id": "45",
     "project_title": "Amplify",
     "project_uid": "id:45",
+    "tags": [],
     "team": [
       "Isabel ten Have",
       "Margarida Santos"
@@ -7669,8 +7759,8 @@
     "url": "https://github.com/ploizides/lauzhack-2025.git"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "F.R.A.U.D. is a hackathon demo that showcases intelligent financial security through data visualization. This proof-of-concept offers automated fraud detection by analyzing clients` data, transactions, notes, and roles. The main goal of the platform is to facilitate Financial Crime Compliance Officers` job to understand clients` eligibility for future usage of bank services.",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -7841,9 +7931,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 46,
+    "image_url": "",
     "project_id": "46",
     "project_title": "F.R.A.U.D.",
     "project_uid": "id:46",
+    "tags": [],
     "team": [
       "Asel Temiralieva"
     ],
@@ -7851,8 +7943,8 @@
     "url": "https://github.com/Akbermet-Toktobekova/Lauz_hack_2025.git"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "It’s a web-based travel assistant that focuses on your body’s comfort, not flights or hotels. You enter where you’re starting from, your destinations and dates, how much luggage you can bring, what you’ll be doing (like skiing, beach, city exploring, mosque visits), and your food preferences (e.g. halal, vegetarian). Optionally, you can also add a selfie so it can account for things like dry air and sun on your skin.\nUsing weather, UV, humidity and air quality data for each stop, it builds a day",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -8004,9 +8096,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 47,
+    "image_url": "",
     "project_id": "47",
     "project_title": "ComfortCompass",
     "project_uid": "id:47",
+    "tags": [],
     "team": [
       "Abror Musulmonov",
       "Mirvohid Azimov",
@@ -8017,8 +8111,8 @@
     "url": "https://github.com/mirva777/tavelcocoon.git"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "Banks must ensure data sovereignty and audibility, making typical cloud LLM solutions unsuitable. We're building system utilizing AI-Agents powered by GPT-OSS, an open-source LLM that guarantees data privacy.\nEach agent acts as a domain expert in tax evasion, money laundering, terrorist financing, and they collaborate in controlled loops, using tool calls to pull real data. \nThe system takes a simple user request and returns a clean, easy to understand / to visualize answer.",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -8131,9 +8225,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 48,
+    "image_url": "",
     "project_id": "48",
     "project_title": "AI-Agent007",
     "project_uid": "id:48",
+    "tags": [],
     "team": [
       "Nam Le",
       "Tuan Dang Nguyen"
@@ -8142,8 +8238,8 @@
     "url": "https://github.com/TuanDangNguyen2003/UBS-Oracle-Lauzhack2025"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "Our project is related to OpenJustice AI and has the ambition to advise potential victims of data theft, unauthorised access to a data processing system, fraud and computer fraud (base on the offenses of the swiss criminal code). Depending on whether an offense has been committed or not, the client is directed to a prevention tool to avoid the situation occurring or to a criminal procedure tool to find out what they can claim as compensation.",
     "github_repo_count": 0,
     "github_repo_urls": [],
@@ -8152,9 +8248,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 49,
+    "image_url": "",
     "project_id": "49",
     "project_title": "Valoris",
     "project_uid": "id:49",
+    "tags": [],
     "team": [
       "Adrien Alaie"
     ],
@@ -8162,8 +8260,8 @@
     "url": "https://docs.google.com/document/d/1r9itOr4bQNnLCqKKWQiWF2V7gm9ow5Fry2pDs4oglL8/edit?usp=sharing"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "Shops across the city have a terminal that can sell credit or write a planned journey to the card. Every time a terminal writes to the card, it also sends the exact same write event to the backend, which maintains the canonical state for that card.\n\nConductors carry a reader that checks whether the card contains a valid journey. The device reads the card’s state, then queries the backend to confirm that the card’s local state matches all the writes recorded in the backend. If everything matches,",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -8306,9 +8404,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 50,
+    "image_url": "",
     "project_id": "50",
     "project_title": "InnoNation",
     "project_uid": "id:50",
+    "tags": [],
     "team": [
       "Aleksandar Rašković",
       "Lena Perišić",
@@ -8319,8 +8419,8 @@
     "url": "https://github.com/Aleksandar204/Lauzhack2025-SBB"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "Comprehensive biodiversity assessment through SAM3 and GPT model and high-resolution aerial imagery acquired by drones",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -8524,9 +8624,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 51,
+    "image_url": "",
     "project_id": "51",
     "project_title": "ALIANTE",
     "project_uid": "id:51",
+    "tags": [],
     "team": [
       "Andrea Iannoli",
       "Antonio Sisinni",
@@ -8537,8 +8639,8 @@
     "url": "https://github.com/ALIANTE-IoT/ALIANTE"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "A VS Code plugin that helps students learn computer science concepts interactively using. Instead of providing instant solutions, the tutor guides users through questions, hints, and feedback, analyzes their code, and encourages understanding. Built with WayFlow and AgentSpec, the plugin uses a configurable LLM backend to provide educational guidance directly within VS Code.",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -8690,9 +8792,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 52,
+    "image_url": "",
     "project_id": "52",
     "project_title": "Comptutor",
     "project_uid": "id:52",
+    "tags": [],
     "team": [
       "Lena Jokovic",
       "Milos Vojinovic",
@@ -8703,8 +8807,8 @@
     "url": "https://github.com/lenajokovic/comptutor.git"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "This project is an AI-driven system that turns a written idea into a working application. Users describe what they want to build, and the system automatically handles planning, code generation, validation, and assembling a complete project.\n\nIt begins by creating a structured development plan with the required features and file layout. Each file is then generated individually: routes, models, configuration, tests, and documentation, following the planned architecture.\n\nAfter generation, the syst",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -8876,9 +8980,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 53,
+    "image_url": "",
     "project_id": "53",
     "project_title": "Vibe Coding Supreme",
     "project_uid": "id:53",
+    "tags": [],
     "team": [
       "Milica Obradović",
       "Ognjen Vincic",
@@ -8888,8 +8994,8 @@
     "url": "https://github.com/Olivera2708/LauzHack"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "What if you could practice staying focused?\n\nFocus Filter is a unique desktop application designed to train your concentration in the heart of distraction. Unlike a traditional game, it runs quietly in the background while you work on other tasks.\n\nHere’s how it works: As you type, code, or create, Focus Filter will periodically generate subtle sensory interruptions—a flashing border on your screen, a controller vibration, or a disruptive sound. These represent the constant ping of notifications",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -8984,9 +9090,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 54,
+    "image_url": "",
     "project_id": "54",
     "project_title": "Focus Filter",
     "project_uid": "id:54",
+    "tags": [],
     "team": [
       "Katherine Qin"
     ],
@@ -8994,8 +9102,8 @@
     "url": "https://github.com/k27qin/FocusFilter"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "Financial Crime Compliance officers spend significant time manually pulling data from multiple siloed systems to build customer risk profiles. This slows down the detection of crimes such as structuring, rapid movement of funds, and round-tripping. The Agentic Financial Compliance Copilot aims to unify client data, notes, roles, and transaction history into a single, coherent view to support faster and more accurate compliance investigations.",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -9185,9 +9293,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 55,
+    "image_url": "",
     "project_id": "55",
     "project_title": "AML Pilot",
     "project_uid": "id:55",
+    "tags": [],
     "team": [
       "Muslim Abdyvapov",
       "Ulukbek Tursunov",
@@ -9197,8 +9307,8 @@
     "url": "https://github.com/zafirazz/LHubs"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "Productivity is impacted by several factors, such as laziness, distractions, bad environment and lifestyle, lack of motivation and bugs. In order to address this issues, our team developed a website gathering different bugs, to find the solution to problems easily, and an extension, gamifying coding and living a healthier lifestyle. Our SudoFocus website allows users to easily find these productivity aids.",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -9308,9 +9418,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 56,
+    "image_url": "",
     "project_id": "56",
     "project_title": "SudoFocus",
     "project_uid": "id:56",
+    "tags": [],
     "team": [
       "Ernesto Mendoza Gomez",
       "Léonie Le Cheviller",
@@ -9321,8 +9433,8 @@
     "url": "https://github.com/leonielc/sudoFocus/"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "Combining the advanced SAM3 image segmentation model, a weather API and a pretrained LLM (Gemini 2.5), we aim to provide a complete and personalized system: given a location, a period of time and a picture of your outfit, provide recommendations and insights on how adequate is your look related to the weather and other risks.",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -9470,9 +9582,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 57,
+    "image_url": "",
     "project_id": "57",
     "project_title": "AXA's WeatherWear",
     "project_uid": "id:57",
+    "tags": [],
     "team": [
       "Hugo Recio Villorejo",
       "Martina Vichino Gallardo"
@@ -9481,8 +9595,8 @@
     "url": "https://github.com/hugorecio-7/LauzHack-2025"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "Our computer bombards our eyes and ears with audiovisual clutter, what if we could offload some of those sensations to our sense of touch? Introducing Happytics, a haptic feedback suite that translates critical information into vibration patterns so users can \"feel\" their computers. Our features include UI feedback, allowing users to feel when something is clickable, an unsafe URL detector that buzzes you if you're about to click on a suspicious link, and an IntelliJ error locator that let's you",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -9500,9 +9614,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 58,
+    "image_url": "",
     "project_id": "58",
     "project_title": "Happytics",
     "project_uid": "id:58",
+    "tags": [],
     "team": [
       "Harsh Talathi"
     ],
@@ -9510,8 +9626,8 @@
     "url": "https://github.com/kb9113/LauzHack2025"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "Basic idea\nApp to track your focus and to provide a viable and easy to use outlet for you to understand your habbits better!!!\n\nWe used Oracle Agent Spec for our llm connectors\n\nUtilized image analysis to identify common habits onscreen, and imporove the lives of Developers () all around the world!\n\nWhy are we better than any other tracker?\nWe provide functionality and storage completely locally, its up to you to decide what services to use with our integration.",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -9637,9 +9753,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 59,
+    "image_url": "",
     "project_id": "59",
     "project_title": "FocusMirror",
     "project_uid": "id:59",
+    "tags": [],
     "team": [
       "Maiya Zhanaidarova",
       "Mykhailo Razbeiko",
@@ -9649,8 +9767,8 @@
     "url": "https://github.com/lh-anarhic-rift-team/launch#"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "EasyDesk is a simplified computer interface for older adults, combining the camera and a Logitech button pad to control essential functions. With simple head gestures (yes/no/scroll) and large physical buttons for actions like video calls, messages, and emergency help, it allows seniors with low digital skills or reduced mobility to use a computer safely and easily.",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -9765,9 +9883,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 60,
+    "image_url": "",
     "project_id": "60",
     "project_title": "easyDesk",
     "project_uid": "id:60",
+    "tags": [],
     "team": [
       "Eloi Viciana",
       "Guillermo Pinteño Cabello",
@@ -9778,8 +9898,8 @@
     "url": "https://github.com/ELOIVI/lauzhack"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "The system offers anonymous, single-user train tickets with refund capability and maintains compatibility with current in-person and digital purchasing workflows, delivering security without altering the user experience.",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -9935,9 +10055,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 61,
+    "image_url": "",
     "project_id": "61",
     "project_title": "Mönch ∑:3",
     "project_uid": "id:61",
+    "tags": [],
     "team": [
       "Théo DEVANTOY",
       "Manaf Mhamdi Alaoui"
@@ -9946,8 +10068,8 @@
     "url": "https://github.com/bunkerch/lauzhack-2025-meowmeowmeow"
   },
   {
-    "awards": null,
-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "This system analyzes employee banking transactions to calculate risk scores and detect potential fraudulent behavior. It provides visual representations of transaction networks and detailed employee profiles.",
     "github_repo_count": 1,
     "github_repo_urls": [
@@ -10099,9 +10221,11 @@
     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 62,
+    "image_url": "",
     "project_id": "62",
     "project_title": "Scam_Sniper",
     "project_uid": "id:62",
+    "tags": [],
     "team": [
       "Phuong-Tuan-Kiet Tran"
     ],
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     "url": "https://github.com/MatscoSan/Detection_for_bank_employee"
   },
   {
-    "awards": null,
-    "categories": null,
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     "description": "An AI system using LangChain and a graph database detects fraudulent translations by analyzing data and signals, then outputs a fraud transcation with highlighted anomalies.",
     "github_repo_count": 1,
     "github_repo_urls": [
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     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 63,
+    "image_url": "",
     "project_id": "63",
     "project_title": "CashBath - Clean dirty money",
     "project_uid": "id:63",
+    "tags": [],
     "team": [
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       "anthonin duval",
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     "url": "https://github.com/andrey-tashchyan/LauzHACK"
   },
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-    "awards": null,
-    "categories": null,
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     "description": "Logic reimagines creative hardware control by combining computer vision, large language models, and the Model Context Protocol (MCP) to create an adaptive, context-aware action system.\n\nThe Logitech MX Creative Console is a powerful tool, but its buttons have traditionally been static, requiring manual configuration and switching between layouts. Logic solves this by making your button pad intelligent.\n\nKey Features:\n  - AI-Powered Context Analysis — Screenshot-based understanding of your active",
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     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 64,
+    "image_url": "",
     "project_id": "64",
     "project_title": "Logic - AI-Powered Contextual Control",
     "project_uid": "id:64",
+    "tags": [],
     "team": [
       "Haytam Kasbane",
       "Federico Lin",
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     "url": "https://github.com/kaspro-coder/logic-.git"
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   {
-    "awards": null,
-    "categories": null,
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     "description": "This project uses state-of-the-art vision-language models (Qwen2-VL) and an agentic workflow (LangGraph) to monitor a home in real time. It can:\n- Identify door visitors as family, mail carriers, or suspicious individuals.\n- Convert voice commands into Google Calendar events using Whisper, tracking expected return times.\n- Send Telegram alerts for: Detected visitors, suspicious alerts, familly movement...",
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     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
     "id": 65,
+    "image_url": "",
     "project_id": "65",
     "project_title": "Sneak Peek",
     "project_uid": "id:65",
+    "tags": [],
     "team": [
       "Ivan Hernandez Gomez",
       "Lola Monroy Mir",
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   {
-    "awards": null,
-    "categories": null,
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     "description": "Using another smaller model, we predict the next token with minimal overhead before it is decoded and pass it to the large model. While the decoding happens we precalculate the response with the predicted token, saving us time if the token prediction was correct, or else reconcile the token and calculate it normally.\nMaybe we also will add kv pruning to minimise the memory footprint as detailed in the genAI inference recommendations.",
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     "hackathon_name": "LauzHack 2025",
     "hackathon_year": 2025,
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+    "image_url": "",
     "project_id": "66",
     "project_title": "GP_Jonkler",
     "project_uid": "id:66",
+    "tags": [],
     "team": [
       "Jiakun Chen",
       "Sean O'Callaghan"
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     "url": "https://github.com/charaevic/optimizing-deepseek.git"
   },
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-    "categories": null,
+    "awards": [],
+    "categories": [],
     "description": "Ticketing system leveraging TPM and ZK proofs",
     "github_repo_count": 1,
     "github_repo_urls": [
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     "hackathon_year": 2025,
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+    "image_url": "",
     "project_id": "67",
     "project_title": "ZKTicket",
     "project_uid": "id:67",
+    "tags": [],
     "team": [
       "Alessandro Bombarda"
     ],

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