João Sousa
Software Developer
IT professional, Linux user since 2004, with experience in 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, RAG (Retrieval-Augmented Generation) and computer vision. Self-taught, with a strong commitment to continuous learning and to transforming ideas into robust software solutions.
Skills
System Thinking
Linux (Cli tools, Git, Docker)
Machine Learning (RAG, Fine Tunning com LoRA)
Computer vision ( Yolox, RF-DETR, OpenCV)
Python (FastAPI, Flask)
Javascript (Svelte framework)
Databases (PostgreSQL, SQLite)
PWA (html css javascript)
Raspberypi (basic hardware)