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 ✈️ Former Airport Operations Manager turned AI Engineer

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

Universal Video Transcription System with Multi-LLM Support

Professional transcription system supporting multiple AI providers and sources, with smart summaries and contextual chat.

• 🤖 Multi-LLM: OpenAI GPT, Anthropic Claude, Ollama, LM Studio
• 📹 Multiple Sources: YouTube, Vimeo, local files (MP3, MP4, WAV, etc.)
• 🌍 99 Languages: Auto-detection with OpenAI Whisper
• 📝 Smart Features: AI summaries, contextual chat, SRT export
• 🎨 Dual Interface: Beautiful web UI + powerful CLI

Tech Stack: Python • Whisper • Flask • PyTorch • yt-dlp

Automated WhatsApp Bot with Jupyter Integration

Automation bot for WhatsApp with notebook-based configuration and control.

Tech Stack: Python • Jupyter Notebook • Automation

• 🤖 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

• 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