I contributed to Apache CloudStack CloudMonkey through Google Summer of Code 2026, improving command autocompletion and API parameter validation. I used API metadata to support entity-reference and fixed-value parameters while preserving existing fallback behavior.
Across CloudStack and CloudMonkey, I added CI validation and automated tests for allowed-value metadata. I also collaborated with maintainers to debug issues and improve CLI usability.
At Infosys Springboard, I built a real-time NLP inference pipeline for customer call analysis, combining speech-to-text, intent detection, and sentiment analysis. I also developed secure internal web modules as a Web Developer Intern at Defence Research and Development Organisation (DRDO).

