mohan krishna

At Fractal, I build GenAI and Databricks solutions that turn complex insurance policies, billing data, and enterprise knowledge into actionable analytics and customer support experiences.

I developed an LLM-powered policy-to-code framework that converts unstructured insurance policies into detection rules, SQL, PySpark code, and Databricks notebooks for claims and provider anomaly detection.

For telecom clients, I designed RAG-based billing assistants and a real-time speech-to-intent engine using Gemini LLM, guardrail prompts, and LLM-as-a-judge validation that achieved over 90% agreement with human-verified benchmarks.

Across seven years in telecom, CPG, medical, and health insurance, I’ve owned end-to-end delivery from SQL ETL and feature engineering through model deployment, monitoring, demand forecasting, and pricing simulation.