[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-11490":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":10,"languages":10,"totalLinesOfCode":10,"stars":11,"forks":12,"watchers":13,"openIssues":14,"contributorsCount":15,"subscribersCount":15,"size":15,"stars1d":13,"stars7d":16,"stars30d":17,"stars90d":15,"forks30d":15,"starsTrendScore":18,"compositeScore":19,"rankGlobal":10,"rankLanguage":10,"license":10,"archived":20,"fork":20,"defaultBranch":21,"hasWiki":20,"hasPages":20,"topics":22,"createdAt":10,"pushedAt":10,"updatedAt":33,"readmeContent":34,"aiSummary":35,"trendingCount":15,"starSnapshotCount":15,"syncStatus":14,"lastSyncTime":36,"discoverSource":37},11490,"awesome-unipds-projects","unipds-engenharia-de-ia-aplicada\u002Fawesome-unipds-projects","unipds-engenharia-de-ia-aplicada","A curated list of original projects built by students of the UNIPDS Software engineering with Applied AI Engineering postgrad course.","",null,176,51,5,2,0,19,50,15,66.65,false,"main",[23,24,25,26,27,28,29,30,31,32],"ai-agents","gemini","gemininano","langchain","langchain-js","langgraph","machine-learning","model-context-protocol","tensorflow","webai","2026-06-12 04:00:55","# Awesome UNIPDS Projects 🎓\n\nA curated list of original projects built by students of the **[UNIPDS Software engineering with Applied AI](https:\u002F\u002Funipds.com.br\u002Forg-erick-wendel\u002F?utm_source=awesomeunipdsprojects&utm_medium=github&utm_term=&utm_content=awesomeunipdsprojects)** postgrad course.\n\n> [!IMPORTANT]\n> 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.\n\nWant to add your own? See [CONTRIBUTING.md](CONTRIBUTING.md).\n\n---\n\n## Table of Contents\n\n- [Legend](#legend)\n- [Projects](#projects)\n  - [🔌 MCP Servers](#-mcp-servers)\n  - [🤖 AI Agents](#-ai-agents)\n  - [🌐 Web Apps & Games](#-web-apps--games)\n  - [⚡ Integrations & Automations](#-integrations--automations)\n  - [🛠️ Tools & Utilities](#-tools--utilities)\n  - [📦 Other](#-other)\n\n---\n\n## Legend\n\n**Language \u002F runtime**\n- `🐍` – Python\n- `📇` – TypeScript \u002F JavaScript\n- `🏎️` – Go\n- `🦀` – Rust\n- `#️⃣` – C#\n- `☕` – Java\n\n**Scope**\n- `☁️` – Calls external \u002F cloud APIs\n- `🏠` – Runs fully locally\n- `🔗` – Integrates two or more services\n\n---\n\n## Projects\n\n> [!NOTE]\n> Projects are listed alphabetically within each category.\n\n### 🔌 MCP Servers\n\nMCP servers that extend AI assistants with new tools and capabilities.\n\n\u003C!-- Add your project here. See CONTRIBUTING.md for the entry format. -->\n- [alvesribeirof\u002Farchitecture-analysis-mcp](https:\u002F\u002Fgithub.com\u002Falvesribeirof\u002Farchitecture-analysis-mcp) `#️⃣` `🔗` – MCP server for architectural code analysis focusing on SOLID principles, Design Patterns, and immediate feedback to the developer. **by [@alvesribeirof](https:\u002F\u002Fgithub.com\u002Falvesribeirof)**\n\n- [s3b4hjr\u002Fphilosophy-mcp](https:\u002F\u002Fgithub.com\u002Fs3b4hjr\u002Fphilosophy-mcp) `🐍` `☁️` - MCP server for a multilingual philosophy corpus — glossary, syntheses, thinker profiles, and articles in Portuguese, English, and Spanish. **by [@s3b4hjr](https:\u002F\u002Fgithub.com\u002Fs3b4hjr)**\n\n---\n\n### 🤖 AI Agents\n\nAutonomous agents that accomplish multi-step tasks using LLMs.\n\n- [SyanCS\u002Fpokemon-training-center](https:\u002F\u002Fgithub.com\u002FSyanCS\u002Fpokemon-training-center) `📇` `🔗` – AI scheduling assistant that classifies natural-language intents via LangGraph + OpenRouter to manage Pokemon lesson enrollments, bookings, and recommendations. **by [@SyanCS](https:\u002F\u002Fgithub.com\u002FSyanCS)**\n- [SyanCS\u002Falvorada_real_estate](https:\u002F\u002Fgithub.com\u002FSyanCS\u002Falvorada_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](https:\u002F\u002Fgithub.com\u002FSyanCS)**\n- [matheusmschaffer\u002Fentrevistador-implacavel](https:\u002F\u002Fgithub.com\u002Fmatheusmschaffer\u002Fentrevistador-implacavel) `TypeScript` `AI Agent` – LangGraph agent that conducts job interviews with four distinct personalities, evaluates answers silently, and delivers dramatic feedback. **by [@matheusmschaffer](https:\u002F\u002Fgithub.com\u002Fmatheusmschaffer)**\n---\n\n### 🌐 Web Apps & Games\n\nWeb applications and browser-based experiences powered by machine learning or AI.\n\n- [Biaginibe\u002FML-nextjs-board-game](https:\u002F\u002Fgithub.com\u002FBiaginibe\u002FML-nextjs-board-game) `📇` `🏠` – Board game recommendation system using TensorFlow.js for server-side machine learning with Next.js. **by [@Biaginibe](https:\u002F\u002Fgithub.com\u002FBiaginibe)**\n- [DiogoOrdine\u002Fgame-eclipse-ai-agent](https:\u002F\u002Fgithub.com\u002FDiogoOrdine\u002Fgame-eclipse-ai-agent) `📇` `🏠` – Adaptation of the Eclipse game integrating a YOLOv5n neural network running with TensorFlow.js inside a Web Worker. **by [@DiogoOrdine](https:\u002F\u002Fgithub.com\u002FDiogoOrdine)**\n- [Douglas-sm\u002Fgame-flapbird](https:\u002F\u002Fgithub.com\u002FDouglas-sm\u002Fgame-flapbird) `📇` `🏠` – Pixel art Flappy Bird game with an AI that trains itself in the browser using Canvas 2D and TensorFlow.js. **by [@Douglas-sm](https:\u002F\u002Fgithub.com\u002FDouglas-sm)**\n- [ElizioMartins\u002Fgraphrag-poc](https:\u002F\u002Fgithub.com\u002FElizioMartins\u002Fgraphrag-poc) `📇` `☁️` `🔗` – Intelligent document search system with GraphRAG: reads PDF\u002FXML files, creates knowledge graphs in Neo4j, and answers questions using semantic search + LLMs with automatic fallback across multiple free models. **by [@ElizioMartins](https:\u002F\u002Fgithub.com\u002FElizioMartins)**\n- [me-wsantos\u002Fclassificacao-tensorflowjs](https:\u002F\u002Fgithub.com\u002Fme-wsantos\u002FAI-Engineer-UNIPDS\u002Ftree\u002F75e2183198175ac8610399b1df2752fdef710f42\u002F001-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](https:\u002F\u002Fai-engineer-unipds.onrender.com\u002F) **by [@me-wsantos](https:\u002F\u002Fgithub.com\u002Fme-wsantos)**\n- [rdiegoss\u002Fscout](https:\u002F\u002Fgithub.com\u002Frdiegoss\u002Fscout) `📇` `🏠` – 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](https:\u002F\u002Fgithub.com\u002Frdiegoss)**\n- [SyanCS\u002Fdr_nala_breed_recommendation](https:\u002F\u002Fgithub.com\u002FSyanCS\u002Fdr_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](https:\u002F\u002Fgithub.com\u002FSyanCS)**\n- [SyanCS\u002Fthe-speakeasy-chatbot](https:\u002F\u002Fgithub.com\u002FSyanCS\u002Fthe-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](https:\u002F\u002Fgithub.com\u002FSyanCS)**\n- [thabata-marchi\u002Fportuguese-alphabet-game](https:\u002F\u002Fgithub.com\u002Fthabata-marchi\u002Fportuguese-alphabet-game) `📇` `🏠` – Pre-literacy educational game for children that teaches the Portuguese alphabet using voice recognition and adaptive AI. **by [@thabata-marchi](https:\u002F\u002Fgithub.com\u002Fthabata-marchi)**\n- [wsantos-ai\u002Fclassificador-socioeconomico](https:\u002F\u002Fgithub.com\u002Fwsantos-ai\u002FClassificador-Socioeconomico) `📇` `🏠` – 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](https:\u002F\u002Fai-engineer-unipds.onrender.com\u002F) **by [@wsantos-ai](https:\u002F\u002Fgithub.com\u002Fwsantos-ai)**\n- [wsantos-ai\u002FGitHub-PII-Scanner](https:\u002F\u002Fgithub.com\u002Fwsantos-ai\u002FGitHub-PII-Scanner) `📇` `🏠` – Web tool for static analysis of GitHub repositories to detect exposure of personal data (PII) and sensitive credentials in source code.  [🌐 Live demo](https:\u002F\u002Fgit-hub-pii-scanner.vercel.app\u002F) **by [@wsantos-ai](https:\u002F\u002Fgithub.com\u002Fwsantos-ai)**\n\n---\n\n### ⚡ Integrations & Automations\n\nProjects that connect services, automate workflows, or react to events.\n\n- [mjunior\u002Fwhatsapp-ai-pix-agent](https:\u002F\u002Fgithub.com\u002Fmjunior\u002Fwhatsapp-ai-pix-agent) `📇` `🔗` – An AI agent that charges my wife via PIX when she asks for favors on WhatsApp. **by [@mjunior](https:\u002F\u002Fgithub.com\u002Fmjunior)**\n\n- [iran-gregorio\u002Fproject-aegis](https:\u002F\u002Fgithub.com\u002Firan-gregorio\u002Fproject-aegis) `📇` `🔗` - An intelligent chatbot designed to analyze sentiment and handle aggression on WhatsApp. ** by [@iran-gregorio](https:\u002F\u002Fgithub.com\u002Firan-gregorio)**\n\n---\n\n### 🛠️ Tools & Utilities\n\nCLIs, libraries, helpers, and developer tools powered by AI.\n\n\u003C!-- Add your project here. See CONTRIBUTING.md for the entry format. -->\n- [ElizioMartins\u002Fprojeto-00-ibge-tensores](https:\u002F\u002Fgithub.com\u002FElizioMartins\u002Fprojeto-00-ibge-tensores) `📇` `🏠` – Population Predictor using IBGE demographic data and Machine Learning. **by [@ElizioMartins](https:\u002F\u002Fgithub.com\u002FElizioMartins)**\n- [ftonato\u002Fauris](https:\u002F\u002Fgithub.com\u002Fftonato\u002Fauris) `📇` `☁️` – Production-grade Node.js RAG system with hybrid retrieval, pluggable adapters, and OpenTelemetry tracing. **by [@ftonato](https:\u002F\u002Fgithub.com\u002Fftonato)**\n- [lucas-figueiredo-m\u002Fradar](https:\u002F\u002Fgithub.com\u002Flucas-figueiredo-m\u002Fradar) `📡` `🪲` - An integrated React Native DevTools with console, networking, native metrics and more, powered with an MCP for AI-assisted debugging. **by [@lucas-figueiredo-m](https:\u002F\u002Fgithub.com\u002Flucas-figueiredo-m)**\n- [ftuyama\u002Fscroll-closing-your-eyes](https:\u002F\u002Fgithub.com\u002Fftuyama\u002Fscroll-closing-your-eyes) `🐍` `🏠` – Hands-free scrolling driven by eye closure (left eye up, right eye down) using the webcam, MediaPipe Face Landmarker, and PyAutoGUI, with blink filtering and “look straight” gating. **by [@ftuyama](https:\u002F\u002Fgithub.com\u002Fftuyama)**\n---\n\n### 📦 Other\n\nAnything that doesn't fit neatly into the categories above.\n\n\u003C!-- Add your project here. See CONTRIBUTING.md for the entry format. -->\n*No projects yet — be the first to submit one!*\n\n---\n\n## Contributing\n\nSee [CONTRIBUTING.md](CONTRIBUTING.md) for submission guidelines.  \nQuestions? Open an issue or reach out on the course community channel.\n\n## Thanks\n\nA special thanks to all our amazing contributors 💚🇧🇷\n\n\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Funipds-engenharia-de-ia-aplicada\u002Fawesome-unipds-projects\u002Fgraphs\u002Fcontributors\">\u003Cimg src=\"https:\u002F\u002Freadme-contribs.as93.net\u002Fcontributors\u002Funipds-engenharia-de-ia-aplicada\u002Fawesome-unipds-projects\" \u002F>\u003C\u002Fa>\n","Awesome UNIPDS Projects 是一个由UNIPDS软件工程与应用人工智能研究生课程学生创建的原创项目精选列表。该项目涵盖了从AI代理到Web应用程序等多个领域，利用了包括LangGraph、TensorFlow等在内的多种技术工具和框架。核心功能包括但不限于通过MCP服务器扩展AI助手能力、构建基于LLM的自主代理以完成多步骤任务以及开发集成两种或更多服务的应用程序。适合场景包括教育展示、技术爱好者学习参考以及对AI和软件工程结合感兴趣的开发者探索实践。","2026-06-11 03:31:59","CREATED_QUERY"]