hi, i'm sofia.

software engineer with a computational bme background, moving toward product. i've shipped llm agents and rag systems, full-stack web apps, and models trained on biosignals — often all three inside one project. right now that's wearables data analysis at cmu's weber neural interfaces lab, training forecast models for stroke patient recovery, plus an edtech platform and a self-correcting rag agent i built recently. before cmu, two summers as an swe intern at btg pactual and bnp paribas.

i was lucky to grow up between paris, bogotá, nairobi and rio de janeiro before landing in montreal for a computer engineering degree at mcgill. carnegie mellon came next, where i finish my ms in august 2026.