Python & Applied AI/ML — Pivoted into Python, PyTorch, and NLP models. Built retrieval-augmented generation (RAG) experiments and transformer pipelines.more
Shifted into Python and began exploring AI/ML — building neural network architectures and RAG pipelines that would define my systems engineering trajectory.
PythonPyTorchTransformersRAG
Hackathons & Autonomous AI — Built an end-to-end clinical-trial matching pipeline solo at a Healthcare AI Hackathon, in a 36-hour sprint.more
Went from learning to shipping through hackathons and AI projects. This is where ideas started turning into working things under time pressure.
HackathonsBioBERTChromaDB
Production Engineering Internships — Engineered production portals at Trionix & Bizzkonnect as sole developer. Architected PostgreSQL schemas with Row-Level Security (RLS).more
Trionix Technologies and Bizzkonnect — real production work across backend and frontend. Architected admin platforms, designed PostgreSQL schemas with row-level security, and shipped as the sole engineer. The jump from projects to production taught me what 'done' actually means.
Next.jsPostgreSQLRLSFastAPI