Awesome UNIPDS Projects 🎓

A curated list of original projects built by students of the UNIPDS Software engineering with Applied AI postgrad course.

[!IMPORTANT] This is a showcase of original student work. Projects inspired by course concepts are welcome, but must be brand new creations — not copies of exercises demonstrated in class.

Want to add your own? See CONTRIBUTING.md.

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Table of Contents

• Legend
• Projects
  • 🔌 MCP Servers
  • 🤖 AI Agents
  • 🌐 Web Apps & Games
  • ⚡ Integrations & Automations
  • 🛠️ Tools & Utilities
  • 📦 Other

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Legend

Language / runtime

• 🐍 – Python
• 📇 – TypeScript / JavaScript
• 🏎️ – Go
• 🦀 – Rust
• #️⃣ – C#
• ☕ – Java

Scope

• ☁️ – Calls external / cloud APIs
• 🏠 – Runs fully locally
• 🔗 – Integrates two or more services

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Projects

[!NOTE] Projects are listed alphabetically within each category.

🔌 MCP Servers

MCP servers that extend AI assistants with new tools and capabilities.

• alvesribeirof/architecture-analysis-mcp #️⃣ 🔗 – MCP server for architectural code analysis focusing on SOLID principles, Design Patterns, and immediate feedback to the developer. by @alvesribeirof

• s3b4hjr/philosophy-mcp 🐍 ☁️ - MCP server for a multilingual philosophy corpus — glossary, syntheses, thinker profiles, and articles in Portuguese, English, and Spanish. by @s3b4hjr

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🤖 AI Agents

Autonomous agents that accomplish multi-step tasks using LLMs.

• SyanCS/pokemon-training-center 📇 🔗 – AI scheduling assistant that classifies natural-language intents via LangGraph + OpenRouter to manage Pokemon lesson enrollments, bookings, and recommendations. by @SyanCS
• SyanCS/alvorada_real_estate 📇 🔗 – Real estate research platform with three LangGraph pipelines for feature extraction from notes, natural-language property ranking, and Neo4j GraphRAG similarity search. by @SyanCS

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🌐 Web Apps & Games

Web applications and browser-based experiences powered by machine learning or AI.

• Biaginibe/ML-nextjs-board-game 📇 🏠 – Board game recommendation system using TensorFlow.js for server-side machine learning with Next.js. by @Biaginibe
• DiogoOrdine/game-eclipse-ai-agent 📇 🏠 – Adaptation of the Eclipse game integrating a YOLOv5n neural network running with TensorFlow.js inside a Web Worker. by @DiogoOrdine
• Douglas-sm/game-flapbird 📇 🏠 – Pixel art Flappy Bird game with an AI that trains itself in the browser using Canvas 2D and TensorFlow.js. by @Douglas-sm
• me-wsantos/classificacao-tensorflowjs 📇 🏠 – Social class classifier neural network trained and executed entirely in the browser using TensorFlow.js, predicting socioeconomic tiers (A–E) based on user-provided attributes. 🌐 Live demo by @me-wsantos
• rdiegoss/scout 📇 🏠 – AI-powered PWA for local service discovery that uses on-device TensorFlow.js embeddings to rank nearby providers (electricians, plumbers, mechanics) by semantic similarity, geographic proximity, and behavioral compatibility. by @rdiegoss
• SyanCS/the-speakeasy-chatbot 📇 🏠 – 1920s barkeep chatbot that runs fully in-browser on Chrome's on-device Gemini Nano (Prompt API) — multimodal cocktail suggestions, substitutions, scaling, and drink fixes with no backend or API keys. by @SyanCS
• SyanCS/dr_nala_breed_recommendation 📇 🏠 – AI-first dog breed recommendation app that trains a TensorFlow compatibility classifier, persists model artifacts in PostgreSQL, and serves ranked recommendations from a browser web worker with a rule-based fallback. by @SyanCS
• thabata-marchi/portuguese-alphabet-game 📇 🏠 – Pre-literacy educational game for children that teaches the Portuguese alphabet using voice recognition and adaptive AI. by @thabata-marchi

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⚡ Integrations & Automations

Projects that connect services, automate workflows, or react to events.

• mjunior/whatsapp-ai-pix-agent 📇 🔗 – An AI agent that charges my wife via PIX when she asks for favors on WhatsApp. by @mjunior

• iran-gregorio/project-aegis 📇 🔗 - An intelligent chatbot designed to analyze sentiment and handle aggression on WhatsApp. ** by @iran-gregorio**

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🛠️ Tools & Utilities

CLIs, libraries, helpers, and developer tools powered by AI.

• ElizioMartins/projeto-00-ibge-tensores 📇 🏠 – Population Predictor using IBGE demographic data and Machine Learning. by @ElizioMartins

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📦 Other

Anything that doesn't fit neatly into the categories above.

No projects yet — be the first to submit one!

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Contributing

See CONTRIBUTING.md for submission guidelines.
Questions? Open an issue or reach out on the course community channel.

Thanks

A special thanks to all our amazing contributors 💚🇧🇷