Sathya Pramod Bhat M N

About Sathya Pramod Bhat M N

I architect AI systems for financial services and insurance — translating cutting-edge research into production systems that handle regulated, high-stakes decisions at enterprise scale. My work sits at the intersection of Generative AI, MLOps, and BFSI domain expertise, delivered across the US and India.At Quantiphi, I lead a cross-functional team of 15 across six Generative AI projects, serving as the primary architect and client liaison for enterprise BFSI engagements. I also lead the US and Canada onshore delivery team, and drive RFP responses and technical proposals for new client acquisition.Over nearly a decade in AI and data science, I have built systems that create measurable business impact in some of the most demanding environments in the industry — insurance, banking, and financial services.Recent work includes— A multimodal RAG pipeline for automated insurance document intelligence, fusing vision models, OCR, and LLMs to process complex policy documents at scale— An agentic claims processing workflow using LangGraph that automates end-to-end insurance claim triage— A satellite imagery model combining Segformer and CNN architectures to detect property loss from aerial images — cutting insurance audit determination time by 62%— An LLM-powered underwriting engine for small business risk summarisation using RAG— A SAS-to-PySpark code converter using Code Llama 34B, reducing legacy migration time for financial institutionsEarlier, as a Data Science Consultant at Aflac, I built a forecasting model that saved $2M in operational costs, streamlined reporting across 7 teams, and led 5 customer retention initiatives.I write about AI architecture, Generative AI in enterprise, and applied ML in regulated industries. My technical articles are published on Medium.Open to conversations about BFSI AI architecture, enterprise GenAI deployment, production MLOps, and the future of AI in regulated industries.

Experience

1. Lead Ai Ml Architect Bfsi Generative Ai

   Quantiphi

   Mar 2025 — Present · Marlborough, MA, US

   Leading a team of 15 across 6 different Gen AI focused projects. Hands-on development with python programming, ML and LLM application development and ML-Ops/LLM-Ops across the use cases. Records summarization and concept extraction using Amazon bedrock and Claude Sonnet. Underwriting engine for small business\' summarization using RAG.Agentic workflow using Langgraph for automated insurance claims processing.Fraud detection on auto images using multimodal LLMs.Theme detection with Customer centre transcripts.Research and development on LLM and Graph Neural Network to streamline ML model building pipelines.

Education

• Visvesvaraya Technological University

  Bachelor of Engineering (B.E.), Telecommunication Engineering

  2011 — 2015

• The University of Texas at Arlington

  Master of Science - MS, Information systems

  2017 — 2019

Skills

• Microsoft Excel
• Microsoft Powerpoint
• C
• Programming
• Microsoft Office
• Mysql
• Teamwork
• Software Project Management
• Team Management
• Sas
• Management
• Windows
• Leadership
• Project Planning
• Cascading Style Sheets (Css)
• Microsoft Word
• Public Speaking
• Project Management
• Product Development
• C++
• Html
• Javascript
• Sql
• Asp.net
• User Interface Design
• Data Analysis
• Tableau
• .net Framework
• C#
• Software Development
• Python
• Data Mining
• Motivational Speaking
• Weka