Lalin TheverapperumaFounder

United States - San Francisco Bay Area

I built precision AI at Apple and Meta, ML/DSP for iPhone & AirPods at Apple, and hybrid deep learning for AR/VR at Meta Reality Labs. Then I ran into a problem modern AI largely ignores: expert judgment under regulation.

In pharma, food safety, and CRO labs, analysts still review LC-MS/HPLC/GC-MS results manually. It’s slow, inconsistent, and hard to scale, because what matters isn’t “more data,” it’s traceable decisions.

I created a new approach: Limited Sample Models (LSM).
LSM learns a lab’s data review and policy from 30–50 expert-reviewed examples, then produces high-precision, audit-ready decisions with full traceability.

No hallucinations. No black box.

EI CoPilot, powered by LSM, is already live in Fortune 100 labs.
Used across HPLC, GC-MS, LC-MS, and imaging.
- 100x faster workflows
- Plug-and-play with LIMS and QA systems

If you're leading digital, quality, or compliance in pharma, you already know the bottleneck.
Now there’s a platform built to remove it.

This is precision AI, made for regulated science.