California, United States
◦ Built core services for trend prediction, using various technical indicators, classification, regression, and clustering models. Wrote Smart Contracts for executing arbitrage opportunities – flash loans and cross-exchange arbitrage.
◦ Deployed Kubernetes-based infrastructure for trading bots, significantly improving scalability and ensuring seamless management of trade executions.
◦ Utilized Trino to process large-scale backtest datasets. Calculated and analyzed key financial metrics, including returns, Sharpe ratios, and drawdowns, providing valuable insights for decision-making and risk management.
◦ Transitioned to a serverless architecture, leveraging AWS Lambda and other cloud-native services, resulting in reduced cloud expenses of over 50%.
◦ Containerized Data Science playground notebooks using AuroraDB, Docker, MLFlow and Amazon S3. Dealt with automation of various system components using Airflow, AWS Lambda, and EventBridge.
◦ Managed end-to-end deployment, including DNS configuration on Route 53 and secure ECS deployment, for an automated React web app using GitHub Actions.