At Jasper Colin, I automated market research reporting by turning raw transcripts into structured business intelligence reports with a multi-stage LLM workflow, human approval, Qdrant vector search, and Redis caching.
I designed and productionized a survey fraud detection system, progressing from a blueprint and rule engine to XGBoost and Isolation Forest models. The system flagged 30% of fraudulent responses that network signals had not captured.
I set up the deployment and monitoring backbone for ML and GenAI services using FastAPI, Docker, and MLflow. I also developed and reviewed segmentation modules for a statistical platform and led algorithmic validation across its modules.
At 1 Gen Social Innovation Pvt Ltd, I designed and deployed RAG chatbots and workflows, and built a churn prediction model that reduced churn by 25%. Earlier, as a Data Analytics Trainee at TechJockey, I worked on exploratory data analysis and recommendation engines.
