Hi, I'm Abhi.

Full-Time MBA Candidate | Data, Business Systems & Product Operations

I'm a full-time MBA candidate at the University of Maryland's Robert H. Smith School of Business, building on five years of experience across financial-services data and business systems.

I do my best work when the problem is still unclear: turning business needs and complex data into shared definitions, usable workflows, and decisions people can act on. I'm currently exploring product operations, data products, and how AI agents are changing the way people work.

View résumé · LinkedIn · Email me

What I'm exploring

My MBA coursework gives me frameworks; I use projects and writing to test where those frameworks hold up in practice. The questions below connect what I'm learning in class with problems that organizations are navigating now.

• Product and product operations — applying lessons about incentives, communication, and organizational decision-making to discovery, roadmaps, stakeholder alignment, and delivery systems.
• Data and decision-making — using economic reasoning and trustworthy data to frame trade-offs, test assumptions, and make decisions under uncertainty.
• AI agents and infrastructure — exploring practical AI-enabled workflows while examining the physical systems behind them. One current question is whether space-based AI data centers can make economic and operational sense. It may become a class project; either way, I plan to investigate it through writing here.

About this site

This is both my portfolio and my digital garden. It will hold selected projects and finished writing alongside ideas that are still developing. I would rather show how my thinking evolves than pretend every thought arrives fully formed.

Let's connect

If you'd like to talk about product, data, AI-enabled workflows, or the MBA experience, connect with me on LinkedIn or send me an email.