Natick, Massachusetts, United States
• Developed end-to-end RAG system, leveraging cutting-edge query augmentation and re-ranking techniques using OpenAI GPT and Solr for efficient search and indexing, to enhance MATLAB Co-Pilot, MATLAB Answers and MATLAB Playground. This initiative delivered state-of-the-art code suggestions for MATLAB across multiple toolboxes, boosting user productivity by 40% and reducing customer support queries by 50%. This innovative solution improved user experience.
• Designed and developed a cross-team Prompt Rendering Application using Go for efficient back-end processing and RESTful APIs to facilitate seamless communication between components.
• Architectured and implemented "Instructor Workflow" which resulted in an impressive 60% reduction in course creation time, igniting a substantial 30% increase in user engagement along with seamlessly integrating with MATLAB IDE. Utilised NoFS storage, optimizing data management & retrieval contributing to a 30% faster in responses.
• Designed and developed a "Configuration Management Service" using Go. Reduced feature activation time by 75% with real-time feature flags, minimizing downtime. Implemented microservices architecture and API Gateway for efficient management. Enhanced data retrieval by 70% with Redis caching and ensured reliable data storage with MariaDB, improving system performance and availability.
