We propose a smart system that uses 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.

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.

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

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

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

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

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

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.

The game engine is Unreal Engine, and for 3D models -> Blender

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.

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.

An interactive platform for exploring monuments and generating short, immersive ambient music pieces tailored to each site. Built with Python, GoogleTranslator, custom mood/style inference models, and Gemini-2.5-flash, the system dynamically translates and enriches monument descriptions to create vivid music prompts for a music generation engine. Users navigate an interactive map, and all content—including music, descriptive text, and trivia questions generated by Gemini—is based on the monument they select. If Gemini is unavailable or slow, users are redirected to an engaging waiting page with mini-games, maintaining continuous interaction. Also, create a donation zone using Solana is built in add-on and a welcome message is created using text-to-speech.

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.

🔥 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.

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.

Sistem inteligent de semaforizare cu AI

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.

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.

A web or mobile app that helps the citizens of Timişoara with reserving or seeing where they can play football, basket and do any other sports.

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

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.

A platform where users can upload and curate cultural designs for houses, gardens or spaces.

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

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

EcoScan is a connected ecosystem consisting of a browser extension and a mobile-friendly web app, both running on a shared backend. The browser extension automatically detects a product’s barcode on ecommerce pages and displays an instant 0–100 EcoScore that reflects material impact, carbon footprint, recyclability, certifications, and brand sustainability data. The web app allows users to scan physical barcodes with their phone camera to access the same detailed analysis while shopping in-store. An AI layer fills in missing data, identifies greenwashing patterns, and generates easy-to-understand explanations of each score. Today we gather information through public sustainability databases and intelligent scraping — and in the future, brands can supply verified data directly through our API for maximum accuracy. EcoScan delivers real-time sustainability transparency, wherever people choose to shop.

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

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.

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

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.

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.

A smart Water Filter System with a UV lamp that disinfects water and provides real-time monitoring through a Python–Arduino API and an HTML interface.

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

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

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.

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.

Green AI powered companion

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.

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.

Don't waste it. Taste it!

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.

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.

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

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.

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.

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.

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'.

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

Fine-tuning LLMs

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.

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

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.

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.

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.

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.

Journey planner for all kinds of transit.

This project will be a 2D video game made with Unity and Krita. 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.

Making crosswalks more convenient for both cars and people

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

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. ⚡

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

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

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.

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.

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.

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.

An app where you can visualise the status of ongoing/ended administrative projects in Timisoara. Users can navigate on a map of Timisoara and check news about a specific project, can give feedback about the project and can ask questions about it. Also, users can vote for new projects that were either submitted by other users or by the local administration. The goal of our app is for the citizens of Timisoara and the City Hall to be more in touch and maintain better communication overall. The app will probably be web based, but we could also look at the possibility of creating a mobile version for the app.

Our smart garbage collecting system aims to optimize the procces of gathering disposables from around town. Our city model will include smart collecting stations with sensors, used for analyzing data, a general recycling station for which we will implement the shortest available path.

CityRunes makes your city a real-life game board of discovery and culture. Through themed routes—be it art, history, or sport—users learn about real locations, overcome small challenges, and unveil the layers of the known places. It is an entertaining way of learning about culture, transposing curiosity into adventure. Built as a cross-platform mobile game employing state-of-the-art technologies like React Native and Spring Boot, and designed in Figma, CityRunes offers an engaging and fun experience to every discoverer. Our goal is to get the people closer to the identity of their city through gamified exploration and shared cultural experiences.

The website offers detailed planning of cultural itineraries. The user selects a city and the number of days. The application automatically generates a suggested daily itinerary. The interactive map shows the locations of all objectives. The itinerary is fully customizable and editable by the user.

A global digital platform that enables users to create, share and explore interactive stories inspired by local cultural heritage, using text, images, and audio. The platform connects artists, storytellers, and communities, providing a space to preserve, reinvent, and transmit cultural traditions in a modern, engaging, and accessible format for everyone.

description

A fast, lightweight MERN web app that instantly connects businesses with freelancers based on skills, ratings, and availability. Designed for quick gigs, TaskLink streamlines the way businesses find talent, reducing hours of manual search to seconds, and enabling freelancers to discover relevant tasks instantly.

openxzbt is an open-source platform for creating and showcasing exhibitions built entirely from 3D models. The web app lets creators organize their work and assemble curated digital expositions, which can then be experienced inside a connected 3D museum environment. It offers a simple, professional way to present 3D creations in an immersive format. tech stack: laravel 12.x + forge for hosting, livewire 3.x + volt, breeze authentication, mysql, Unity, tailwind, vite, npm, js

MeetTM is an interactive web platform built with React, where users can discover, add, and share events happening in Timișoara. Events are displayed on a dynamic map and in a category-based section (music, culture, sports, social, etc.), where people can like, comment, and engage with others.

App for Timisoara Public Services

PublicEye is a civic engagement app that empowers citizens to make their town a better place. With just a few taps, you can report issues like car accidents, broken streetlights, potholes, litter, or vandalism directly to your local administration. Stay informed on the status of your reports, track progress, and be part of a more transparent and responsive community. Together, we keep our public spaces safe, clean, and thriving — one report at a time.

Were you ever in need of a gym coach but you were too broke to afford one? Welcome to our idea, an AI coach that analyzes your workout form in real time using your phone's camera. Instant feedback, tracks progress, improve technique.

FidraOps is a modular software solution designed to fully optimize and digitize field operations and mobile workforce management. The system's primary goal is to streamline task assignment, track execution progress in real-time, and ensure operational compliance through the standardization of working procedures.

Informatii legate de procesul de cazare si despre camine

An AI-powered sales coaching platform that analyzes uploaded sales call recordings. Provides a diarized transcript, a sentiment graph tracking engagement throughout the call, and an AI-generated coaching card highlighting 3 strengths and 3 improvement opportunities for the salesperson.

The app combines culture and entertainment in an interactive way. Users can explore a country’s map, discover cultural landmarks, traditional recipes, and historical stories, while earning points through quizzes and games that can be turned into discounts at museums or local restaurants. The goal is to make culture more accessible and engaging for everyone.

Green-Track este un site web interactiv care promovează protejarea mediului și adoptarea unui stil de viață sustenabil. Prin combinarea educației ecologice cu un sistem de puncte și recompense, platforma motivează utilizatorii să adopte comportamente prietenoase cu natura — precum reciclarea, reducerea consumului de energie, mersul pe jos sau participarea la activități verzi. Scopul principal este de a încuraja implicarea activă și constantă în acțiuni ecologice, transformând sustenabilitatea într-un obicei zilnic.

Cross platform 3d graphics engine meant as a tool for both programmers and artists alike.