May 2022 – Aug 2022 · 3 mos · Boston, Massachusetts, United States

• Devised containerized micro-services in a distributed environment hosted on Kubernetes with 100 % unit test coverage.
• Added Prometheus metrics for monitoring number of incoming requests and message latency between services.
• Implemented Data throttling support to MATLAB Online Stateless with a traffic of 15 M user requests per day.
• Devised an eventually consistent mechanism and distributed caching across clusters to sync up from centralized DB.
• Engineered a robust framework for deployment pipeline allowing users to deploy MATLAB code as a serverless application on AWS S3 in as little as 20 ms.

Jan 2022 – May 2022 · 4 mos · Remote

• Evaluated latest techniques including Informer, Log Sparse Attention for Time Series Forecasting on M4 Dataset for a sequence length of 200-250 and forecast lengths varying between 20-150.
• Improved inference time from 1.9 sec to 0.09 sec with model based on Longformer run on an NVIDIA Tesla K80 GPU.
• Leveraged 1D convolution filter, Sparse Attention techniques to drastically improve model performance on M4 Dataset.
• Outperformed AWS’s naive Forecasting performance by 40% measured in terms of MAE

Jun 2018 – Apr 2020 · 1 yr 10 mos · Noida, Uttar Pradesh, India

• . Responsible for leading a team of 14 members and integrating latest features such as HDR, and SSM in HAL layer of camera module in Flagship devices.
• Optimized modules in the HAL layer written in C++ to eliminate memory and latency issues during code upgrades.
• Developed on-device ML models related to Computer Vision and modified the camera pipeline for faster throughput.

May 2017 – Jul 2017 · 2 mos · Bengaluru Area, India

• Refactored codebase and redesigned APIs for the Asset Management App with an effective reduction of latency by 30%.
• Created a Web App as an extension with interactive graphs and real-time trade metrics using Athena Framework and
• ReactJS. Modified APIs in the Python Backend for handling real-time display of trade metrics.

Dec 2015 – Dec 2015 · 0 mo · Mumbai Area, India

• Researched on Messaging Protocols