▪ Building the pricing system of Wayfair.▪ Spearheaded the development of Wayfair's AI-powered virtual sales assistant, enhancing customer product discovery and increasing conversion rate.

▪ Built a Centralized Search Service for all Reliance E-commerce Platforms.▪ Built the product recommendation system for Tira Beauty.▪ Led the development of the in-house Personalization system for JioMart search from scratch.▪ Integrated various search tools like Google Retail Search, Vespa, and Algolia into the Centralized Search Service.

▪ Full-stack Developer at needl.ai, focusing on enhancing product usability and developing new features for the user dashboard. ▪ Integrated third-party applications into the platform, expanding its functionalities and enhancing user interactions.▪ Developed an admin dashboard for managing user data. Tech stack - Node and React.

▪ Developed SOFIE (System for Optimised Fast Inference), an inference engine. This engine processed ONNX models, converting them into standalone C++ scripts for efficient inference.▪ Focused on implementing ML operators within SOFIE's code generation framework, enhancing the engine's functionality.▪ Optimized existing code, particularly through the integration of BLAS, to improve the engine's performance and efficiency▪ Published: C++ Code Generation for Fast Inference of Deep Learning Models in ROOT/TMVA (Journal of Physics): https://iopscience.iop.org/article/10.1088/1742-6596/2438/1/012013

- Developed a multiphase LBM simulation to model fluid dynamics in oil reservoirs to enhance hydrocarbon recovery.- Simulated wettability alteration and fluid displacement efficiency, contributing to a more accurate prediction of reservoir behavior and potential Economic Ultimate Recovery (EUR).

Developed a facial recognition solution(PAAR), for contactless attendance with an accuracy of (>98%).Built a model to support serving contextual advertisements by generating insights on the fashion objects in a video for JustPlayTV. Product details: (https://www.bipolarfactory.com/portfolio).

Proposed a new unsupervised loss function for Optical Flow estimation from monocular images.Trained and tested various models for Optical Flow Estimation under the guidance of Prof. B.Chanda.