I am a SDE II at Amazon working as a back-end/cloud developer.I recently finished a Master's degree at the Georgia Institute of Technology in Computer Science with a specialization in machine learning.Current Projects:- Building services for the simulations platform for Project Kuiper Past Projects:- Publishing Service: Architected and developed an event driven, distributed publishingservice to feed structed and semi-structed data into data warehouses.- Data Warehouses: Created multiple large data warehouses using S3, Glue, and Redshift.- Host Monitors: Created a distributed monitoring service for EC2 host fleets.- Backend Service APIs: Created and maintained internal large-scale APIs.- DevOps: Developed and standardized CI/CD pipelines for the team’s new projects using SSMfor EC2 and CodeDeploy for blue/green deployments to Lambda.MSCS Project Highlights- Reinforcement Learning: Deep Q-Network to solve complex Gym environments.- Machine Learning: Analysis of VI, PI, and Q Learning with MDPs.- Machine Learning for Trading: Stock indicator evaluations with bank stocks in 2008.- Artificial Intelligence: HMMs, Decision Trees, and Bayes Nets.- AI for Robotics: Particle and Kalman Filters.- Graduate Operating Systems: Various large, multi-threaded C++ projects (IPC and RPC).