At Zynthora.ai, I develop and productionize AI and GenAI solutions across Healthcare, Telecom, BFSI, and Defence. For ReSolveRCM, I built and deployed an LLM-powered microservice for healthcare claims denial analysis, with a hybrid RAG pipeline achieving 85%+ Recall@5 and 88%+ accuracy.
For OneVoice, I developed production AI services for real-time meeting translation and contextual assistance. I also built a streaming chunking service using Redis and integrated M2M-100 with NVIDIA Triton Inference Server over gRPC.
Earlier, as an AI Engineer Intern at AIRAT Systems, NIT Karnataka, I worked on a surgical training system that processes laparoscopic videos and uses reinforcement learning to provide feedback. In my CogniGraph project, I built an agentic hybrid GraphRAG platform combining a Neo4j knowledge graph, vector index, and multi-agent ReAct loop.

