AI Engineer | Machine Learning | Deep Learning | NLP | LLM | Python | Prompt Engineering
🎓 Ironhack AI Engineering Bootcamp Graduate (2024)
🇵🇹 Based in Faro, Portugal
🧠 Passionate about LLMs, RAG systems, and intelligent automation
RAG-Powered Football Intelligence Assistant
Multi-agent system combining web scraping, 54 seasons of historical data, and advanced retrieval strategies for comprehensive football insights.
- 🎯 Multi-Agent Architecture: Biography, Historical Data, and Live Match agents
- 🔍 Advanced RAG: Adaptive, Hybrid, and Reranker strategies
- 📊 Rich Data: 54 seasons (1960-2024) of football statistics
- 🌐 Real-time Updates: Web scraping for current match data
- 💬 Intelligent Chat: Context-aware responses powered by GPT-4o
Tech Stack: Python • Flask • OpenAI • ChromaDB • BeautifulSoup • Selenium
🏙️ Ligafaro
Community Digital Platform for Faro
Full-stack platform connecting residents and visitors of Faro, Portugal, with news, events, forums, marketplace, and volunteering opportunities.
- 📰 Local News: City news aggregation and sharing
- 📅 Events: Community event calendar and discovery
- 💬 Forum: Discussion and community engagement
- 🏪 Marketplace: Local commerce and entrepreneurship
- 🤝 Volunteering: Connect community members for good causes
- 🤖 AI Chatbot: Intelligent virtual assistant
- 🗺️ Interactive Map: Location-based community discovery
Tech Stack: React • TypeScript • Node.js • Firebase
Professional Subtitle Management Suite
Comprehensive solution for subtitle processing, synchronization, translation, and search with modern React frontend.
- 🚀 Parallel Upload: 4-5x faster with chunked uploads
- 🔄 Auto-Sync: MLX Whisper for subtitle synchronization
- 🌍 Smart Translation: Gemini AI with automatic formatting
- 🎥 Video Analysis: FFmpeg metadata extraction
- 🔍 Integrated Search: OpenSubtitles + TMDB
- 🎨 Modern UI: React 18 + TypeScript + Tailwind
Tech Stack: React • TypeScript • Vite • Flask • MLX • Gemini • FFmpeg
- 🤖 Large Language Models (LLMs): GPT-4, Claude, Llama, Mistral
- 🔍 Retrieval-Augmented Generation (RAG): Advanced retrieval strategies, reranking
- 🕷️ Web Scraping & Automation: BeautifulSoup, Selenium, yt-dlp
- 🏗️ System Architecture: Multi-agent systems, microservices
- 📊 Data Engineering: ETL pipelines, data cleaning, vectorization
- 🎨 Full-Stack Development: Flask, REST APIs, responsive UIs
- 🔐 Cybersecurity (CET IEFP Faro)
- Pentesting & Offensive Security
- System Hardening
- Digital Forensics
- Hands-on Labs & CTF
- Compliance & Regulations
- Advanced prompt engineering techniques
- Vector database optimization
- MLX framework for Apple Silicon
- Fine-tuning LLMs with QLoRA
- 💼 LinkedIn: linkedin.com/in/fnvieira
- 🐙 GitHub: github.com/DrNOFX97
- 💬 Open to collaborations and interesting AI projects!
- 🎓 Completed IronHack AI Engineering Bootcamp (2024)
- 🚀 Built production-ready RAG systems
- 🤖 Integrated multiple LLM providers in single system
- 📊 Processed and analyzed 54 years of historical data