João Sousa
MLOps | DevOps | Software Developer
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, Podman, Docker, Nginx)
Data management and pipeline optimization for Computer Vision using Label Studio.
Fine-tuning and deployment of advanced Computer Vision models (DEIMv2, RT-DETR, YOLOX)
Machine Learning (RAG, local llamacpp inference)
Python (FastAPI, Flask)
Databases (PostgreSQL, SQLite)
Raspberypi (basic hardware)