October 2025 Present
Enso
Software Engineer
JavaScript, React, Next.js, Node.js, Vector DB, MySQL, AWS, Docker
  • Improved AI contract parser accuracy by 30% by implementing semantic search with vector embeddings to retrieve similar contracts from the same organization, providing contextual examples that enhanced field extraction precision.
  • Engineered a sophisticated tree-based scoring algorithm with weighted category classification and depth-based decay to evaluate AI-parsed contract data against ground truth, enabling automated quality assessment with granular field-level insights across 5 error categories.
  • Developed comprehensive technical documentation and integrated real-time scoring into contract creation workflows, establishing standardized performance metrics and enabling continuous quality monitoring in production.
February 2024 July 2024
Cisco Meraki
Technical Intern 1
Python, Ruby, React, Flask, SQLite, Selenium, Jenkins, Docker
  • Architected a custom integration server bridging Ruby and Python testing frameworks, enabling cross-team code reuse and reducing QA cycle time by 25% through streamlined test execution workflows.
  • Delivered OAuth-enabled chatbot features with group chat and advanced context management capabilities, contributing to the product's successful market launch with multi-user support and enterprise-grade authentication.
  • Built a scalable UI testing framework in Ruby using Selenoid, Capybara, and SitePrism, automating 5+ critical user flows and reducing manual testing overhead by 40% while improving release reliability.