Shathesh Kumar

Research Assistant

University at Buffalo•  May 2020 - November 2020

• Efficiently used Principal Component Analysis to extract key features from a huge Land use dataset. • Developed Machine Learning Algorithms in MATLAB and tuned the models for better accuracy and time. • Devised the Deep Deterministic Policy Gradient Reinforcement Learning Algorithm to solve Topology Optimization. • Developed custom Reinforcement Learning Environment in MATLAB for constrained optimization.

Software Engineer

Tata Consultancy Services•  March 2018 - September 2019

• Designed and developed dynamic web pages using Java Server Pages, CSS and JavaScript. • Developed the backend logic to support CRUD operations using JDBC and MySQL as part of Backend Development. • Developed Single Page Applications using React with Redux state Management. • Automated manual tasks like replace log files in remote servers using batch scripts, that reduced 30 minutes of manual effort to a batch script that runs for 1 minute. • Efficiently owned the developed applications and fixed bugs as and when reported by business users. Also suggested and developed various UI enhancements like replacing form validations in the front end instead of at the backend. • Used GitHub for versioning and collaboration.