Vinayaka Bhat

About Vinayaka Bhat

Dynamic Application Engineer with 4.5+ years at Amazon, my expertise centers around Java, Spring, SQL, Git, AWS, RDS, and key testing frameworks such as JUnit and Mockito. My professional journey is marked by a deep engagement in the entire software development lifecycle, robust system administration skills, and a knack for developing cutting-edge technical solutions. I am distinguished for my proficiency in streamlining processes and generating significant outcomes, effectively tackling complex business problems.

Experience

1. Sde

   Amazon

   Apr 2023 — Present · Bengaluru, IN

   Led Model Testing & Evaluation Initiative:• Spearheaded team efforts in developing comprehensive test suites for code generation models• Established testing frameworks to identify and track model hallucinations• Implemented weekly performance tracking to measure model improvements• Created test execution models to analyze code generation patterns• Drove continuous improvement through systematic analysis of week-over-week model performanceDesigned and implemented Centralized Quality & Performance Metric Dashboard:• Architected end-to-end automation system to calculate annotator evaluation metrics for more than 150 annotators• Developed analytics framework to compare performance between different annotators• Created visualization tools to provide insights into annotation quality and consistency• Streamlined quality assessment processes through centralized metric tracking• Enabled data-driven decision making for annotation workflow improvements

Education

• JSS SCIENCE AND TECHNOLOGY UNIVERSITY

  Bachelor of Engineering - BE, Computer Science

  2017