At Edgeforce Solutions Private Limited, I contribute to an AI-driven condition-based predictive maintenance system for marine equipment. My work includes anomaly detection, health score analysis, fault diagnosis, predictive analytics, and automated reporting to support early intervention.
At Smart Software Services (I) Pvt. Ltd, I designed and deployed predictive models, improved model accuracy by 15%, and built a RAG chatbot deployed on AWS SageMaker. I also developed a CLIP-based recommendation system using vector search and applied MLOps techniques to deployment and monitoring.

