At Kalpit Ltd, I architect production LLM and RAG pipelines for enterprise SaaS operations, with evaluation harnesses and deterministic guardrails for reliable outputs.
At Infinity Assurance Solutions Private Limited, I deployed document-processing services and built a pipeline spanning 15+ vendor formats, reaching about 90% extraction accuracy. I also fine-tuned computer vision models for smartphone damage detection and automated data preparation and retraining workflows.
On Bheem Radio, I built a real-time AI news voice agent that uses RAG to fetch current context and delivers spoken bulletins with Whisper and Sarvam AI. I also built SanskritRAG, a question-answering system over a 1,000+ document corpus, and an autonomous operations system with human approval for high-impact actions.
