Research

Two peer-reviewed papers, both grown out of production problems rather than the other way round.

01

Publications

MLDS 2025

Autonomous web agent for enterprise workflows

First author

Visual grounding via semantic labels over page blocks, resolved to typed XPaths through the DOM tree. Lifted component identification from 30% to 59–68% on GPT-4-mini.

Peer-reviewed
MLDS 2024

VAE and GAN models for 3D reconstruction of mechanical parts

Reconstructed 18 part geometries from the Michelin parts catalogue.

Peer-reviewed
02

Awards and recognition

Sep 2024, Mar 2025Employee of the Month — Michelin (twice)
Mar 2024Runner-up — IIM Bangalore Case-O-Nova, 450+ teams
Aug 2023Excellence Award — Samsung, GAN-based research