Jun 2024 – Jul 2025 · 1 yr 1 mo · Bengaluru, Karnataka, India · On-site

• Pricing system of Wayfair.
• Estetica: Sales assistant bot.

Aug 2022 – Jun 2024 · 1 yr 10 mos · Bengaluru, Karnataka, India · On-site

• ▪ Built the Centralised Search Service for all Reliance E-commerce Platforms (Reliance retail).
• ▪ Product recommendation system for Tira Beauty, Personalisation system for JioMart - (Reliance retail) search (https://www.jiomart.com/)

Sep 2021 – Jul 2022 · 10 mos

• 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.

May 2021 – Sep 2021 · 4 mos

• @Google Summer of Code, 2021
• 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

Jul 2020 – Jun 2021 · 11 mos · Roorkee, Uttarakhand, India

• ▪ 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 behaviour and potential Economic Ultimate Recovery (EUR).

Jun 2020 – Aug 2020 · 2 mos · Chennai, Tamil Nadu, India

• ▪ 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).

May 2019 – Jul 2019 · 2 mos · Kolkata Area, India

• ▪ 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.

Jun 2018 – Jun 2019 · 1 yr