- 🎓 Master's in Artificial Intelligence @ Universidade do Minho · (2025 – present)
- 📐 B.Sc. in Engineering Physics, Universidade do Minho — final grade 17/20 (ECTS A)
- 🧭 Focused on high-level system architecture — designing, orchestrating and validating robust, scalable ML & GenAI pipelines over raw development
- 🌍 Languages: Portuguese (native) · English (B1)
- 📫 Reach me at Luimpsoo@gmail.com
| Project | What makes it interesting | Stack |
|---|---|---|
| 🥇 AI-Generated Text Detection | 1st place in all 3 submissions (out of 25 teams) — multi-class classifier for Anthropic / Google / Meta / OpenAI text · Grade 19/20 | Deep Learning PyTorch |
| 🥉 Porto Traffic Flow Prediction | 4th / 57 teams in a university Kaggle competition — full CRISP-DM pipeline · Grade 18.2/20 | scikit-learn Pandas |
| 🤖 FS Rules AI Assistant | 100% offline RAG agent for Formula Student regulations, with accurate cited sources · Grade 18/20 | Ollama Gemma 3 12B Flask |
| 🗺️ Multimodal Route Optimization (Porto) | Bi-criterion shortest path (time + CO₂) over a complex transport graph · Grade 18/20 | Nature-Inspired Computing |
| 🎮 Millionaire — Prolog Edition | Logic-driven game engine + GenAI "Phone a Friend" lifeline · Grade 17/20 | Prolog LLM |
🐦 EMG Signal Acquisition Intern — BirdLab · Jun 2023 – Aug 2023
- Built a real-time EMG acquisition & transmission pipeline on Arduino + STM32
- Designed a 12th-order Butterworth band-pass filter (20–450 Hz) in C++ at a 1200 Hz sampling rate
- Cut UART payload size by 75% with a custom float→16-bit encoding (stable 249,600 bps)
🎓 Event Logistics Lead — NEFUM (Physics Students' Union, U. Minho) · Jul 2022 – Jul 2024
- Directed logistics for 2 major academic events (~120 attendees each)
- Planned and ran lectures & workshops for Physics / Engineering Physics students
Focus
AI & Machine Learning
Data Science & Analysis
Programming Languages
Web, DBs & DevOps
Hardware & Signals
