UniHack 2024 Projects
* Finalist project
Team: Zero Sinergie
Tracks: Best Use of ElevenLabs Best Use of Solana Blockchain Challenge Best Use of Auth0 Best Use of Snowflake API Digital Campus Experience 1 - Culture & Entertainment Best Use of Arm Best Use of DigitalOcean Gradient™ AI Best Use of Gemini API Most creative integration of LLM Best Game Application Best Use of Microsoft Technologies

A combination of 2d and 3d design with pixel art and first-person perspective. It is ispired by local eastern european folklore. It is made in unity engine and it uses blender, C# and other programming/gamedev platforms

Team: Merge conflict
Tracks: 1 - Culture & Entertainment Best Game Application Best Use of Microsoft Technologies

a rhythm game with romanian folk music made in unity and with a custom controller made with an arduino

Team: TVA
Tracks: 3.1 - Public Services

The app lets you view numerous details about the city, including: power/water/etc maintenance info, construction/roadblock info, weather, bus/tram routes and possibly more (the first two have to be manually added by admins). The purpose is to provide a unified place for all of these city-related details, and improving the population's experience in the city. Technologies used: HTML, CSS, Django, JS.

Team: PixelPerfect
Tracks: Best Game Application 1 - Culture & Entertainment

Engine-ul jocului este Unreal Engine, iar pentru modele 3D -> Blender

Team: PUMPAJ
Tracks: 3.1 - Public Services

KindRed is a platform that raises awareness about the importance of blood donation and makes the process more transparent and engaging. It educates users on why donating matters, helps them track their donations, and provides reminders when they’re eligible to donate again. The app also highlights real donor benefits, such as free days off work or local rewards, and shows nearby donation centers. Beyond individual use, KindRed connects people, hospitals, and organizations to tackle low donation rates in Romania. The project will be built with React Native, FastAPI, and SQL databases, combining technology and community to make blood donation a shared act of solidarity.

ADU(The Digital Urbanism Assistant) - https://github.com/Lexa2805/CityFix
Team: CLANStack
Tracks: Best Use of Gemini API Most creative integration of LLM 3.1 - Public Services Best Use of ElevenLabs

ADU (The Digital Urbanism Assistant) tackles the dual-sided problem of urbanism bureaucracy, which wastes over 60% of city hall employees' time and frustrates citizens. Using the Google Gemini API, ADU acts as an intelligent, 24/7 "digital clerk." The innovation lies in two levels of AI validation: Guidance: A chatbot trained on local legislation and zoning plans (PUG/PUZ) provides the citizen with a 100% accurate checklist. Validation: The platform visually analyzes documents instantly, catching formal errors (e.g., expired IDs) and content errors (e.g., name mismatches between documents). The solution is API-first: it extracts the validated data and automatically populates it directly into the city hall's existing systems. Intelligent Triage: The platform doesn't just validate; it also intelligently prioritizes the applications for the clerks (e.g., by legal deadline, category, or urgency), efficiently organizing the workflow. The Impact: ADU eliminates 100% of manual data entry and triage, freeing up employees to become specialized analysts and providing citizens with a fast, transparent process.

Team: sudo tractor
Tracks: 3.0 - Private Services 3.1 - Public Services

MapItUP is a scalable platform that offers interactive 3D visualizations of buildings like campuses, offices, hospitals, and other large facilities. It helps users navigate buildings, estimate travel times between rooms, and access key details such as room availability, ownership, and staff locations. Designed for exploration and planning, MapItUP enhances orientation and resource management in any complex environment.

Explorează Monumentele României cu AI: Muzică, Imagine, Poveste - https://github.com/andreeaonaci/UniHack_music_generator_from_Images
Team: Helicopterii
Tracks: 1 - Culture & Entertainment

Descriere proiect: Platformă AI interactivă pentru explorarea monumentelor din România: harta afișează monumente, imagini și descrieri, iar pentru fiecare monument se generează muzică inspirată de descriere. Scop: Creșterea atractivității patrimoniului cultural printr-o experiență vizuală și auditivă integrată. Tehnologii: Python, Gradio, PIL, Leaflet.js, AI pentru generare muzicală, JSON pentru date monumente.

Team: Proton ETF 2
Tracks: Best Use of Snowflake API 1 - Culture & Entertainment

An app that displays events in the city (such as shows, exhibitions, markets etc.) with personalized recommendations, while enabling users to connect with friends and receive notifications when someone from their network plans to attend.

Team: DAL
Tracks: 3.1 - Public Services

🔥 Firefly – When the World Goes Dark, We Still Glow 🦋 Who are we? Firefly is an off-grid, encrypted communication network built for resilience — a spark in the blackout. We give people a low-cost, ESP32/8266-powered mesh that’s self-healing, portable, and fearless. Just plug in and you’re connected — no setup, no cloud, no one spying. Powered by a Rust-crafted interface, sustained by Python machine learning, and forged in efficient C code — Firefly is built with low overhead and unbreakable spirit. Messages stay local, private, and truly yours. Firefly isn’t just technology — it’s the hope that still glows when everything else fades.

Team: CodePulse
Tracks: Best Use of ElevenLabs Best Use of DigitalOcean Gradient™ AI Best Use of Gemini API Best Use of Microsoft Technologies Most creative integration of LLM Best Use of Auth0 3.0 - Private Services

Recovision - is an intelligent platform that connects doctors and post-operative patients. Patients upload daily photos or videos of their recovery, while an AI module analyzes wound healing and exercise performance in real time using computer vision and body landmarks. The system provides instant feedback to patients, sends progress reports to doctors, and helps personalize treatment while reducing unnecessary hospital visits. We use AI, computer vision (MediaPipe/OpenCV), and a .NET + PostgreSQL + React Native stack for secure communication and analysis. We’re joining Startup Survivor to develop a real-world impact solution that improves healthcare accessibility and recovery efficiency.

Team: Tutankamion
Tracks: Best Use of Microsoft Technologies Best Use of Gemini API 1 - Culture & Entertainment

CeFacemDiseara? este o aplicație web modernă care centralizează într-un singur loc toate evenimentele de interes cum ar fi concerte, festivaluri, piese de teatru, proiecții de film, petreceri sau activități locale

Team: CoraLabs
Tracks: 3.0 - Private Services

MANTIS leverages Large Language Models to streamline industrial maintenance, empowering engineers with intelligent insights that reduce downtime and boost productivity. It helps teams work faster, safer, and more efficiently by bringing AI-powered precision to everyday engineering.

SmartTraffic - -
Team: Cactus
Tracks: 3.1 - Public Services

Sistem inteligent de semaforizare cu AI

Team: Short Circuit
Tracks: 3.0 - Private Services Best Use of Auth0

FridgeMate e un website care ajută colegii de apartament să își gestioneze proviziile comune. Aplicația sincronizează în timp real alimentele din frigider, listele de cumpărături și cheltuielile împărțite. Fiecare vede ce produse mai sunt, ce trebuie cumpărat și când expiră, evitând risipa și neînțelegerile dintre colegi.

Team: Pied Piper
Tracks: Most creative integration of LLM Best Use of Auth0 3.1 - Public Services Best Use of Gemini API

We propose a smart system that uses cameras and motion sensors to detect potholes on roads automatically. The idea is to map each detected pothole with its precise location, creating a live database that road maintenance teams can use to prioritize repairs. This concept aims to make road monitoring faster, safer, and more efficient.

Team: Big Chicken
Tracks: 3.0 - Private Services

Revolutionary App

Team: D²P
Tracks: 3.0 - Private Services

A web platform for submitting and approving business expenses. Employees upload receipts, managers approve or reject requests, and finance exports reports. Built with FastAPI, Angular, and PostgreSQL for streamlined expense tracking and transparency.

COD - .
Team: COD
Tracks: 3.1 - Public Services

This project is an AI-powered parking app that uses object recognition to automatically detect available parking spaces in real time. The system analyzes live camera feeds to identify free spots and displays them on an interactive map, showing availability, pricing, and location details. Drivers can quickly find and navigate to the nearest open space, reducing search time, traffic congestion, and emissions. The app integrates AI vision, mapping, and smart city data to create a seamless and efficient parking experience.

Team: Los Pollos Hermanos
Tracks: Best Use of Gemini API 3.1 - Public Services Best Use of Auth0

A web or mobile app that helps the citizens of Timişoara with things like petitions to bring changes to the city or with the public transport, etc.

Team: Heaps Don't Lie
Tracks: 2 -Sustainability Best Game Application

A roguelite game about building an ecological farm. As technologies, we will be using Unity with C#.

SkillSwap - The Peer-to-Peer Learning Network - https://github.com/andreibtm/SkillSwap-The-Peer-to-Peer-Learning-Network
Team: DeceptiCoders
Tracks: 3.0 - Private Services

SkillSwap is a peer-to-peer micro-learning platform where users exchange knowledge instead of money. Each user lists the skills they can teach and the ones they want to learn, and our matching algorithm connects them for one-on-one or group sessions, online or in person. It’s like a “Tinder for learning” - creating a new, community-driven learning economy.

Team: hackpack
Tracks: 1 - Culture & Entertainment Most creative integration of LLM

A fantasy real estate platform where users can upload and curate custom/imaginary real estate listings

Teams and Project Management App with AI fact-checking - https://github.com/maya-grozav/Unihack-2025
Team: ITmdn
Tracks: Best Use of Auth0 Most creative integration of LLM Best Use of Gemini API 3.0 - Private Services

A corporate collaboration app with built-in AI that automatically fact-checks messages against official documents and flags misleading claims.

Team: Pîlesos
Tracks: 1 - Culture & Entertainment

Game-type application: you have to explore a city (Timisoara) through which the application will track every path taken on foot, and will aim to make you walk every street in the entire city. The route taken will be tracked but you will also have to take pictures of certain objects (a kind of engagement). The form of engagement can be that either indications are given of which object/building/event the picture should be taken, or it will be directly said which object the picture should be taken of in the area where the player is walking

Local Traffic Optimizer - -
Team: Ctrl+Alt+Defeat
Tracks: 2 -Sustainability

This project's goal is to reduce the waiting time in intersections at peak hours, resulting in a more flowing traffic.

Team: sanki
Tracks: 1 - Culture & Entertainment

Învață orice subiect într-un mod distractiv și interactiv! Provocă-ți prietenii la dueluri 1v1, răspunde rapid la întrebări generate de AI și descoperă cât de repede poți învăța prin joc.

Buget Transparency Platform - https://github.com/Team-M-unihack-2025
Team: The M-Team
Tracks: 3.1 - Public Services Best Use of DigitalOcean Gradient™ AI Best Use of Gemini API Most creative integration of LLM Best Use of Auth0 Best Use of ElevenLabs Best Use of Solana

Platfom used to improve the transparcy of the budget of any cities.

Team: MxB Lab
Tracks: 2 -Sustainability Best Use of Microsoft Technologies

O platformă civic-digitală care transformă curățenia în provocări. Utilizatorii strâng deșeuri în zone locale, fac poze doveditoare și primesc puncte și medalii virtuale.Scopul platformei este de a mobiliza cetățenii in a curată natura si spațiul ce ii înconjoară. In realizarea proiectului vom folosi următoarele mijloace tehnologice: NEXT.js , JS, HTML , CSS, TAILWIND, REACT.js si altele.

Team: iTec
Tracks: Best Game Application 1 - Culture & Entertainment

An indie game where you start in a future civilization, something goes wrong at your workplace and you end up going into the past.

Team: Ay Yai Yuppi Ippi Ey
Tracks: 1 - Culture & Entertainment

Wayfarer is your AI co-pilot for exploring the world. Its intelligent agent helps you plan your dream trip, from top attractions to hidden gems. Plus, if you ever wonder "What's that building?", the in-app camera gives you the answer instantly and even offers to add it to your plan.

Team: IRN1673
Tracks: 2 -Sustainability

Green&Go is a web app that helps people build small,eco-friendly habits through fun daily challenges.Each day brings a new task,from using less plastic to saving energy,showing how little steps can make a big difference in the long term.The goal is to make it a part of everyday life,especially for students.It will be built with HTML,CSS and JavaScript,Green&Go focuses on a clean look and simple interaction.By tracking your progress and sharing encouragement,it turns caring for the planet into a friendly and motivating experience.

Team: Coffee&Commit
Tracks: 2 -Sustainability

The drone sprays pesticides and fertilizers over crops using GPS for precise and efficient coverage. It saves time and reduces waste.

Public transportation assistance tool - https://github.com/StefanPascaru/Proiect-Unihack.git
Team: Cei 3 crai de la apus
Tracks: 3.1 - Public Services

Our goal is to facilitate route planning in Romania using public transportation(e.g. buses, trains, subway)

Team: TimBits
Tracks: 1 - Culture & Entertainment

MoodTM is a web app that recommends and ranks locations based on users’ moods. By matching emotions like “relaxed” or “adventurous” to nearby places, it helps users discover and rate spots that fit their current vibe. HTML, Tailwind CSS, JavaScript(frontend), Supabase(backend), Vercel.

Team: BIA - Brigada Inginerilor Amărâți
Tracks: 1 - Culture & Entertainment

GameBox is a full-stack game management platform built with Angular, NestJS, and Supabase.

Team: Probably Works
Tracks: 1 - Culture & Entertainment

This project is a website: a curated, insider guide dedicated to finding and showcasing the hidden, authentic cultural life of Timișoara, Romania, that often goes unnoticed by mainstream media and tourism. It is a platform for the subtlety and depth of the city's artistic scene, focusing on spaces and events that are typically unlisted, non-commercialized, and creatively intimate.

Team: Proton ETF 1
Tracks: Blockchain Challenge Best Use of Auth0 Digital Campus Experience 3.1 - Public Services Best Use of Solana

VoluntHere is a platform designed for engaged citizens, community leaders, and companies that want to support positive change within their local communities. It enables users to discover, organize, and participate in volunteer initiatives that directly benefit their neighborhoods. From cleaning illegal dumps and hosting outdoor movie nights, to leading educational STEM workshops - any idea that contributes to the community can become a project. One of the biggest challenges active volunteers face is gathering enough people to bring their ideas to life. VoluntHere solves this by connecting motivated individuals and showcasing local initiatives in a transparent and accessible way, strengthening community bonds and encouraging collaboration. VoluntHere is designed to be transferable to any community, city or country, with a goal to make organizing projects easy! The project is being developed using Python with the Flask framework, Vue.js for the frontend, and Canva and Krita for UI design. The application will be hosted on Heroku for testing and demo purposes.

Greenbud - .
Team: Urzicile
Tracks: 2 -Sustainability Best Use of Gemini API Most creative integration of LLM

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Team: CaptainTrips
Tracks: 3.1 - Public Services

An app where citizens can report illegally parked vehicles so authorities can verify and take action. The app allows users to send photos, locations, and timestamps of the incidents directly to the responsible authorities, enabling a faster response and allowing police to be dispatched to the location. The system will be developed using .NET for the backend, React for the frontend, Aspire for orchestration, and PostgreSQL as the database.

Sign language interpreter - https://github.com/SoraSok/5P
Team: 5P
Tracks: 3.1 - Public Services

A project for people with disabilities to be able to communicate with people and to more easily resolve social issues (bank, hospital), regardless of the language. The program reads the gesture and translates it into the selected language - English, Russian, Romanian, or any other. Technologies such as programming (Python, databases) and a program for reading gestures and transmission were used.

Team: AQUALIX SLAYERS
Tracks: Best Use of Auth0 2 -Sustainability Best Use of Gemini API Most creative integration of LLM

Don't waste it. Taste it!

Team: shift_happens
Tracks: 1 - Culture & Entertainment Best Use of Gemini API Best Use of Arm Most creative integration of LLM Digital Campus Experience

CultureConnect este o platformă online interactivă care îți oferă o călătorie digitală prin culturile lumii. Utilizatorii pot descoperi povești tradiționale, muzică locală, artă, gastronomie și obiceiuri din zeci de țări. Site-ul este structurat pe hărți, recomandări zilnice și conținut multimedia, pentru o experiență captivantă și educativă. Ideal pentru curioși, elevi, profesori sau pasionați de diversitate culturală.

Team: NaN
Tracks: Best Use of Solana Blockchain Challenge 3.0 - Private Services Best Use of Auth0 Best Use of Microsoft Technologies Best Use of Gemini API

A modern platform that helps creative professionals showcase their work and connect directly with businesses. It addresses a growing issue in today’s market: the over-reliance on AI-generated content, which often pushes real artists, designers, and freelancers out of the creative process. Our platform puts human creativity back in the spotlight by making it easier for companies to discover verified creators, review authentic portfolios, and collaborate on real projects. The core technologies used are React.js for the frontend experience, Tailwind CSS for rapid and responsive UI styling, and Prisma + PostgreSQL for a reliable, scalable backend.

Team: Bitknights
Tracks: 1 - Culture & Entertainment

A user-friendly app for discovering, browsing, and bookmarking public events happening in a city—concerts, festivals, workshops, meetups, etc.

Team: Kitsune 3Den
Tracks: Best Game Application 1 - Culture & Entertainment

This project is a 3D game built with Unreal Engine 5, seeking to showcase creativity by providing the tools to create levels. These levels can be themed for specific cultures, encouraging foreign idea explorations.

Team: NibbleForce
Tracks: 3.0 - Private Services

RideMate helps people share their daily rides and fuel costs by smart-matching commuters who travel the same way. A simple, city-focused solution that makes getting to work cheaper, greener, and way less stressful.

Team: Abelian group
Tracks: Most creative integration of LLM Best Use of Solana Ambrosia & Allergy Monitoring Challenge Blockchain Challenge 3.1 - Public Services Best Use of Gemini API

AI driven civic monitoring app that lets citizens photograph and report urban issues, problems in public infrastructure and suggest ideas for improvements. The AI verifies each report, rewarding users with points and providing city authorities with real-time data to maintain cleaner, smarter communities. We are most likely to use: React Native, Java (Spring) and Django

Team: M.C. (Marii Clasici)
Tracks: 1 - Culture & Entertainment

Eventify is a cultural discovery app that helps users find local events—especially free, small, and youth-organized ones that are often overlooked. The platform combines an interactive map with a short-form content feed, where users can explore events through videos and photos. Before an event, organizers can post promotional content, and afterward, only attendees can share their own videos and photos, ensuring authenticity and engagement. The app includes user authentication, a personal calendar to save upcoming events, and automatic reminders to boost attendance. Event organizers gain access to an analytics dashboard with insights such as attendance via the app, view counts, and engagement metrics, helping them measure impact and grow their reach. Eventify is built with React Native and Expo for a fast, cross-platform mobile experience, and uses Supabase for authentication, data storage, and real-time database functionality. Its modular architecture allows future extensions like personalized recommendations, geographic filtering, and community feedback systems.

Team: Bibanii
Tracks: 1 - Culture & Entertainment Best Use of ElevenLabs Best Use of Auth0

A mobile/ web app that lets users experience local history interactively. As a user walks through a city, the app uses their GPS to unlock geo-located audio stories, historical photos, and 3D models of historical sites. Works as a map with features. PWA (React/Vue.js), Map API (Mapbox/Leaflet), Simple Backend (Firebase/Supabase) to store cultural 'nodes'.

Team: Loatzi
Tracks: 3.1 - Public Services Best Use of Microsoft Technologies

Flow: aplicația care conectează cetățenii cu autoritățile locale, permițând raportarea rapidă și sigură a problemelor urbane precum gropi, vandalism, incendii sau activități suspecte.

MuseAlum - -
Team: Push and pray
Tracks: Best Use of Snowflake API Best Use of Gemini API Best Use of ElevenLabs 1 - Culture & Entertainment

MuseAIum is an AI-powered virtual museum curator and travel companion. Visitors scan QR codes placed in museums or cultural sites. Each scan unlocks: A chat with the AI Curator who explains the exhibit in an engaging, personalized way. A digital badge (like a collectible stamp) proving they visited that location — turning cultural exploration into a gamified experience. Think: Duolingo meets a museum guide.

Team: BBMM Software
Tracks: 3.0 - Private Services

Fine-tuning LLMs

Team: Return 1;
Tracks: 1 - Culture & Entertainment

EventMe este o aplicație/site web care adună într-un singur loc toate evenimentele din oraș: concerte, festivaluri, piese de teatru, târguri, expoziții, petreceri, competiții sportive și multe altele, oferind utilizatorilor o modalitate simplă și rapidă de a descoperi ce se întâmplă în jurul lor.

Team: DevImpact
Tracks: Digital Campus Experience 3.1 - Public Services

This web project aims to promote community involvement by connecting people with volunteering opportunities. It provides a dedicated platform where users can easily find, join, and participate in volunteer activities that match their interests and availability. The goal is to encourage social responsibility and make it easier for individuals to contribute to meaningful causes

Team: Vortex
Tracks: 2 -Sustainability

EcoPulse is a community-driven app that turns city clean-ups into rewarding missions. Users take before-and-after photos of green areas they clean, and AI verifies their work, counting garbage bags and measuring impact. Each cleanup earns eco-points that can be exchanged for discounts at local shops and restaurants, helping build cleaner, greener, more connected cities.

Team: CyberFoxes
Tracks: Digital Campus Experience 1 - Culture & Entertainment

It helps people discover local cultural events, street music, folk festivals, art shows, and even underground entertainment nearby. Users can scroll through or map out what’s happening around them — powered by community posts or event listings.

Team: CeascaVision
Tracks: 3.1 - Public Services Best Use of Gemini API Most creative integration of LLM

This project aims to help those with vision impairement to be able to understand a document's content

Team: Flux
Tracks: 3.0 - Private Services Best Use of Auth0 Most creative integration of LLM

PolicyMind streamlines regulatory compliance for small businesses through AI-driven policy monitoring. Using NLP and automated data pipelines, it extracts and analyzes legal updates in real time, delivering clear, actionable insights without the need for costly legal support.

Team: We Thought This Was Trivia Night
Tracks: 1 - Culture & Entertainment

IoT and cloud tech. Every neighborhood will have their own "mini library" and an app where people can see what their local "mini library" has in "stock", as well as other libraries across the city.. it works off donating old books, scanning the ISBN and looking up that info on the cloud to add it to the application.

DisTim (Discover Timișoara) - https://github.com/AlexandraMoldovan03/DisTim
Team: AyoTechnology
Tracks: Best Game Application Ambrosia & Allergy Monitoring Challenge Best Use of Gemini API 1 - Culture & Entertainment Most creative integration of LLM

Timișorenii și turiștii folosesc zilnic transportul public, așa că acesta este mediul perfect pentru a promova cultura locală. Vom amplasa coduri QR în stațiile de tramvai și autobuz care vor trimite către un site realizat în React, unde vizitatorii pot descoperi opere literare, poezii, muzică și galerii virtuale create de artiști timișoreni.

Team: Pombo Cepsi
Tracks: 3.1 - Public Services

Journey planner for all kinds of transit.

Team: Hack4Civics
Tracks: 3.1 - Public Services

CivicAI is an intelligent platform that optimizes how citizen reports are managed by local public administrations. It builds and continuously updates a database from previously submitted reports and their resolutions. When a new report is received, the system automatically checks whether a similar issue has already been resolved. If a relevant solution exists, the application suggests it directly to the citizen, allowing them to confirm whether the issue persists before forwarding it to the authorities. If no similar case is found, the AI analyzes the content and context of the report to determine the most appropriate department or public servant to handle it—prioritizing those who have previously managed similar categories or situations. Additionally, CivicAI can generate response suggestions for officials based on past resolutions and, when integrated with repair or maintenance planning systems, can even estimate when the reported issue is likely to be scheduled for execution. Through this intelligent automation, CivicAI reduces redundant submissions, accelerates response times, and enhances collaboration between citizens and public institutions, ensuring that every report contributes to a smarter and more efficient city.

Team: Denlar
Tracks: 2 -Sustainability

This project aims to help people understand their plants and how to take care of them.

Team: Echipa Subţirei
Tracks: 3.0 - Private Services Most creative integration of LLM Best Use of Arm

A lightweight, offline-friendly desktop AI assistant designed for fast productivity. Runs on Python and supports local LLMs, web UI, voice control, and modular skill plugins.

Team: Kitsune 2Den
Tracks: 1 - Culture & Entertainment Best Game Application

This project will be a 2D video game made with Unity and Adobe Photoshop. Its goal is to advise the player to open up to family and friends when things aren't going well. In this game you are a sad person who has to try passing quick time events in order to lie about your mental well-being. The player is meant to realize that they can't hide forever, as the quick time events end up being impossible to complete. The unavoidable defeat serves as a hopeful reminder that anyone will eventually find the strength to share their worries to those willing to listen.

Team: SafeLink
Tracks: 3.1 - Public Services Most creative integration of LLM Best Use of ElevenLabs

Making crosswalks more convenient for both cars and people

Team: Future Farmers
Tracks: Best Use of Gemini API 2 -Sustainability Best Use of Auth0 Most creative integration of LLM

Facem o sera full autonoma, si o echipa de ai agentica

Team: BrainStormers
Tracks: 3.1 - Public Services

An app that helps the city by engaging citizens in maintenance of the city's cleanliness and infrastructure

Team: Heirloom
Tracks: Best Use of Arm 1 - Culture & Entertainment

We’re building a local-first, collaborative digital canvas designed for high-traffic public events, powered entirely by a single Raspberry Pi 4. 🎨 The goal is a headless architecture where users connect via a local hotspot to a lightweight p5.js frontend, using high-throughput Socket.io WebSockets for near zero-latency synchronization on the main projection. To solve the moderation challenge offline, we are integrating an Edge AI pipeline directly on the Pi. 🧠 By deploying an INT8 quantized TensorFlow Lite model, we plan to perform real-time inference on vector stroke data in under 100ms. This autonomous filtering, paired with a token-bucket algorithm for rate-limiting "ink," will keep the experience safe and fluid without any cloud dependencies. ⚡

Team: Latte committers
Tracks: Best Use of Gemini API 3.1 - Public Services Most creative integration of LLM

An app that uses ai to automatically detect illegal parking using cameras. It identifies vehicles parked in restricted areas, checks their location, and can automatically send notifications to local authorities

Dispenser inteligent de pastile pentru vârstnici - https://github.com/bogdanxmihai/Unihack.git
Team: Wildcats
Tracks: 3.1 - Public Services

Dispenser automat care eliberează pastilele la ore prestabilite, ajutând vârstnicii să își urmeze tratamentul corect și în siguranță.

Team: Project Cinco
Tracks: 3.1 - Public Services Most creative integration of LLM

Discover all the latest events, festivals, and cultural happenings in Timișoara

Team: digitalci
Tracks: 2 -Sustainability

GreenSpotter maps current urban greenery and automatically finds the best micro-sites - vacant lots, wide sidewalks, medians, and rooftops - for adding trees or pocket parks. Each candidate location gets a transparent impact and feasibility score and a suggested intervention. It uses a Python geospatial stack (GeoPandas, Shapely, rasterio) with optional Google Earth Engine for satellite processing, data from OpenStreetMap scraped via the Overpass API alongside the openEO API for Sentinel land-cover and GHSL population maps.

Team: braila
Tracks: Most creative integration of LLM 3.1 - Public Services

Housing Navigator is a digital platform that uses artificial intelligence to streamline and make social housing allocation more transparent. Our goal is to reduce bureaucracy and stress for applicants by automatically assessing applications and displaying the waiting list anonymized. Technologies: We use a machine learning algorithm for evaluation, a web framework for the interface and secure databases. Automatic notifications are made via SMS and email. Startup Survivor: We believe that Housing Navigator can become a social enterprise with impact, and the mentorship provided will help us develop a sustainable business model and transform the project into a real solution for the community.

Team: ByteFlow
Tracks: 3.1 - Public Services

Time2Vote brings democracy to your pocket. It allows citizens to stay informed about local initiatives and vote on community projects in real time. The goal is to increase transparency, civic engagement, and trust between people and local authorities. Built with React Native, Firebase, and Google Maps API, the app provides secure authentication and an intuitive voting experience accessible to anyone, anywhere.

Team: Return of the Bug
Tracks: 1 - Culture & Entertainment Best Game Application Best Use of Microsoft Technologies

Echoes of Art is a 2D puzzle-adventure game that brings Romanian art back to life. Players explore an abandoned digital museum where each room hides a lost masterpiece. Through a series of interactive mini-games inspired by real Romanian artists, players restore the colors, shapes, and emotions of forgotten works. The project reimagines how culture and technology can meet — turning learning about art into a playful and immersive experience.

Smart Vending Machine (SVD) - https://github.com/BeanBagWarriors/unihack
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