Now.

A snapshot of current focus. Last update: August 2026.

Working

Product Strategy Manager at Techmin, Ashoka. Shaping product strategy and roadmap decisions for Techmin.

Building

CollegeOS live, chancing service and recommendation pipeline wired against real applicant data. Meza's data-quality engines validated on a sample slice, not yet on real restaurant data.

Researching

Part 1 of the HoloForge degradation study is out as an Optica Open preprint. Part 2, a differentiable photopolymer twin in the CGH loop, is at submission. Next experiment: gradient-descent phase retrieval (PyTorch autograd) vs Gerchberg-Saxton.

Studying

Year 2 CS + Entrepreneurship at Ashoka. Discrete maths, recurrences, and Kleppmann's DDIA on replication and consistency.

Thinking about

Where physical metrics stop predicting what people actually perceive, in holograms, and in products.

Not doing

LeetCode grind. Sitting still. Shipping things I can't explain.