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A little about me

Curiosity is my compass.

Engineer, builder, operator. I’m interested in the point where a technical idea meets a human problem.

Om Umrania

The thread through it all

Understand it.
Build it. Make it useful.

My journey runs through AI and data science, healthcare technology, and now product and business at Masters’ Union.

I start with the decision, the workflow and the people involved. Then I make the idea concrete, look at what changed, and keep improving the system.

View my résumé ↗

The journey so far.

Explore the work ↗
  1. Into AI & data science

    B.Tech in AI & Data Science at Dr. D.Y. Patil Institute, Pune.

  2. Co-founded Brainchain

    Visual prompting and trust architecture for professional networking.

  3. Into health tech

    From marketplace analytics to care delivery and AI engineering at Saathealth.

  4. From models to systems

    Graph attention research, knowledge representation and voice-first product development.

  5. A new chapter at Masters’ Union

    Bringing engineering experience to technology, business, management and product decisions.

Systems before models

Understand the workflow and constraints before choosing the technology.

Useful before impressive

Build a working product around a real question, then learn from it.

Evidence before certainty

Measure what changed and make the remaining tradeoffs visible.