At KRATO SOLUTIONS, I engineered distributed retrieval workflows for 10,000+ HTA/NICE regulatory documents, reducing execution time from 40 hours to 16 hours. I also improved contextual relevance from 68% to 91% with hierarchical chunking, semantic reranking, and RAGAS-based evaluation.
At AISPRY, I developed computer vision inference systems for image detection and segmentation, achieving 93% localization precision and accelerating inspection throughput by 70%. I also built diagnostic classification frameworks for IVF analytics and used MLflow to improve experiment reproducibility.
Earlier, at SBC PVT LTD, I developed statistical process control and anomaly-monitoring systems that reduced manufacturing defect variance by 15%. My projects include a conversational CRM assistant, a multimodal AI assistant, an embryo quality prediction system, and an AI-based road safety audit system.
