Machine learning engineer building production systems at the intersection of healthcare, e-commerce, and SaaS.
PatViz automates patent drawings for researchers and agents. DataEngUtils is a platform of data engineering utilities. I maintain esmc.cpp, a C++ inference engine for protein language models.
Partnering with American and European startups on low-latency task-specific systems: semantic search, RAG, product embeddings, information extraction, image & text classifiers, and reinforcement learning in games. Evaluated AI feasibility for patent applications.
I am a biomedical engineer turned machine learning (ML) engineer. I have worked in academic labs at TERI, IGIB, and IGBMC, building statistical and ML models across healthcare and the biological sciences.
As an independent consultant I have worked in the patenting, e-commerce analytics, and SaaS industries. Over the last couple of years I have been learning full-stack engineering and self-hosting software.
Stack: PyTorch · FastAPI · Postgres · Docker · AWS · Hetzner · HTMX · and more.
I write about ML engineering, technology, and lessons learned from building production systems. See the blog for technical insights and project deep-dives.
If you have a project in mind or want to explore ideas, reach out by email or book a call.