Back
Home About

About

I'm an AI engineer based in Pune, India. My work sits at the intersection of AI systems design, healthcare operations, and manufacturing digitisation. I don't just prototype, I deploy systems that work under real constraints: limited budgets, non-technical users, and ground-level feedback loops.

I think the most important AI work isn't the model, it's the system around it. My instinct is to start with the decision being made and work backwards to the data, the model, and the interface. I prefer shipped and measured over sophisticated and speculative.

I'm joining Masters' Union's MBA programme in June 2026, targeting a Founders Office or AI product strategy role. Alongside this, I'm actively digitising a 20+ year family-owned manufacturing business, a live case study in bringing AI to a traditional SME.

Beyond work: philosophy of mind, organisational systems, hardware tinkering. I dance freestyle. I'm building Siddhi, a personal multi-agent AI system on a Raspberry Pi 5, because the most interesting AI applications are the ones you build for yourself first.

“The most important AI work
isn't the model,
it's the system around it.”

Timeline

07
Jun2021
B.Tech AI & Data Science. Dr. D.Y. Patil Institute, Pune
Jan2023
Co-founded Brainchain, filed 2 patents
Mar2024
IEEE Publication. Pharmaceutical Sales Analytics
Jul2024
Joined health-tech startup as Intern → Data Analyst → AI Engineer
Feb2026
First production AI product shipped, demoed at all-hands
Mar2026
GC4T 2025. Best Paper Award (GNN + GAT, IEEE Pune Section)
Jun2026
MBA → Masters' Union (PGP TBM, Strategic Growth track)

Om Umrania