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Sameer Kumar Partner

About Sameer

Academic Credentials
BITS Pilani
Professional Experience
Machine Learning Trading Technology
Bio

Sameer leads technology and machine learning research at iRage. His work sits at the intersection of quantitative finance and engineering, where research ideas are translated into production-grade trading technology.

Get to know Sameer

What keeps you curious?

How far better systems, better models and better engineering can push what markets make possible.

What kind of problems do you love solving?

The ones where research, scale and performance collide — especially when the obvious solution breaks under real-world constraints.

When you’re not working, you’re probably…

Reading about technology, experimenting with something new, or finding a problem that probably didn’t need solving.

A book that’s stayed with you?

The Pragmatic Programmer — Andrew Hunt and David Thomas.

What makes technology exciting for you?

The moment an idea moves from theory to production and starts performing reliably at scale.

What makes machine learning interesting in markets?

Markets are noisy, adaptive and constantly changing. The challenge is not just building a model that works, but building one that remains useful when the environment shifts.

What does good engineering mean to you?

Systems that are fast, resilient, explainable and simple enough to trust under pressure.