Mechanical engineering student at ESTACA. Founder of Sirventia, where I build AI agents and automated workflows for companies.
Currently working on developing an AI-powered automation solution for responding to public procurement tenders for construction companies.
Project 1 - llama-text2sql
Fine-tunes Llama 3.1 8B to convert natural language into SQL (QLoRA), evaluated by actually executing the generated queries — for ML engineers who want a portfolio project with a real metric instead of a loss curve screenshot. · Python Jupyter Notebook
Project 2 - alt-text-generator
Image-to-alt-text generator (EfficientNet + Transformer) for developers bootstrapping accessible image descriptions. · Python
Coming soon Fine-tuning GPT-2 to turn free-text support tickets into strict JSON — 82M params, runs on CPU, for teams who need triage at API-call latency without the API bill. ·
Project 4 - amazinghand-build-log
Building the AmazingHand, an open-source, 3D-printable 8-DOF robotic hand designed for Reachy2 by Pollen Robotics. · Python Creality
Multi-role drones · cars · industry · consulting
Python · C/C++ · JavaScript / Node · PyTorch · scikit-learn · Supabase · Arduino