Streamlined report generation by developing a CDK application using AWS Lambda, SES, S3 saving 3+ hours weekly.Implemented Boto3 Client in Lambda for API calls to internal systems improving accuracy and reducing scope of errors.Acquired expertise in IAM Roles, enabling secure access and efficient usage of application across teams all over Amazon.

Researched 10+ ML-based trading algorithms and backtested LSTM trading signal generating 31% CAGR over three years.Designed low-latency trading script using multithreading handling 100+ trades per minute with exception handling.Deployed pairs trading strategy for US tech stocks and integrated the trading script with Alpaca API for paper trading.

Learnt JavaFx, including Media Packages and Deployment, enhancing proficiency in multimedia application development.Engineered synchronized Media Player for Indian Air Force, enabling seamless concurrent playback of 7+ media files.Leveraged Git to contribute 1K+ lines of code, bolstering an established code base’s functionality and maintainability.