At Fynd, I lead a cross-functional team building generative AI solutions for fast-fashion print and apparel design. Impetus Design Studio uses Diffusion Transformers, VLMs, and LLMs.
I also lead work on Fynd Create, an AI-native garment design-to-production platform. It automates garment design, tech-pack generation, supply-chain and order tracking, and QC through multi-agent workflows and human-in-the-loop validation.
These efforts generated INR 3+ Cr in revenue in six months, delivering production garments for Mothercare, N Brown (UK), Primark, and Monte Carlo. Earlier at Fynd, I led generative AI fashion research for Reliance and developed the AI Background Generator and AI Shadow Generator for PixelBin.io.
At National Institute of Technology Silchar, I researched machine-learning-based diagnosis of breast cancer and other conditions, publishing journal articles, conference papers, and a book chapter. My breast tumor segmentation research received a Best Paper Award and reported improvements of 12–25% in cross-dataset segmentation.
