At Phoenix Wireless Systems Pvt. Ltd., I designed, built, tested, and deployed a Python and FastAPI backend with PostgreSQL for RF equipment testing. I also developed a React diagnostics app that brings together test history, live measurements, and maintenance records.
I automated RF test analysis, reducing the time from two hours to 20 minutes, and integrated fault detection that achieved a 0.89 F1 score for anomaly detection. I also developed a predictive-maintenance workflow that reached 87% recall on known faults.
At Philips, I automated API validation and contributed to diagnostic testing and recovery tools, including work that won first place at the Philips IGT Bangalore Hackathon. My projects include a semantic cache gateway, credit-risk analytics, and a multimodal hate-speech detection pipeline published in IEEE Xplore.
