Production AI
AI text-to-SQL developer tool
Natural-language questions become optimized SQL on GPT-4o using schema metadata and RAG, with validation, retry, and cited responses.
Surendira Balaji Natarajan · MS CS, USC

Building software that works. Exploring AI that learns.
Production AI
Natural-language questions become optimized SQL on GPT-4o using schema metadata and RAG, with validation, retry, and cited responses.
AI research · Co-author
An embodied-AI benchmark evaluating frontier and open-source vision-language agents on grounding, navigation, planning, and continual self-improvement.
Open-source SWE
An embeddable npm package for bulk and transactional email with fault-tolerant dispatch, backoff retries, quota handling, and crash recovery.
Jul 2024 – Jul 2025
Built Java / Spring Boot microservices, a front-end operations console in Angular and React, and Jenkins CI/CD upgrades.
In progress · Aug 2025 – May 2027
Nov 2020 – May 2024