João Sousa
Software Builder | MLOps | DevOps
Software Builder, IT professional and Linux user since 2004, with experience leveraging the open-source ecosystem to develop efficient and scalable solutions. I have hands-on experience in Machine Learning, with an emphasis on fine-tuning computer vision models. Strong commitment to continuous learning and transforming ideas into robust software solutions.
Side Projects
Skills
System Thinking
Linux (Cli tools, Git, Docker, Nginx)
Computer Vision, fine-tuning and deployment (DEIMv2, RT-DETR, YOLOX)
Machine Learning (RAG, local llamacpp inference)
Python (FastAPI, Flask)
Rust (Axum, Loco.rs)
Databases (PostgreSQL, SQLite)
Raspberypi (basic hardware)