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Madhava RMR
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Madhava R

@madhavar

I build backend APIs, event-driven services, and AI assistants for regulated, high-volume platforms.

United States
Message

At Northwestern Mutual, I build RAG and multi-agent assistants that help advisor-support teams answer policy questions and complete routine service requests. My work cut call-handle time by 30%, deflected 17% of inbound tickets, and reduced hallucination-flagged answers to under 3%.

At IQVIA, I developed Django APIs for 900K+ monthly prior-authorization requests and integrated Claude-based document extraction that cut manual review by 38%. I also tuned high-volume endpoints from 2.1 seconds to about 600ms and built Kafka-backed claims enrichment pipelines validating 5M+ records per run.

I bring 5+ years building Python and TypeScript services across healthcare, financial services, and payments, with hands-on ownership of AWS, Kubernetes, Terraform, CI/CD, testing, and production support.

Experience

Work history, roles, and key accomplishments

Northwestern Mutual logoNM
Current

Senior Software Engineer

Sep 2025 - Present (1 year)

Built a retrieval-augmented assistant with LangChain and LangGraph over 55K+ policy documents, cutting call-handle time by 30%. Extended into multi-agent workflows, deflecting 17% of inbound tickets and holding p95 latency under 1.8 seconds.

IQVIA logoIQ

Senior Software Engineer

Aug 2023 - Sep 2025 (2 years 1 month)

Developed Django REST Framework APIs managing prior-authorization case lifecycles for 900K+ monthly requests. Integrated Anthropic Claude on Amazon Bedrock for document extraction, cutting manual review by 38% and reducing p95 response times from 2.1s to 600ms.

Tesco logoTE

Python Developer

Apr 2021 - Sep 2021 (5 months)

Built Django payment services handling UPI, card, and net-banking flows for about 150K orders a day. Automated settlement reconciliation with Pandas, shrinking manual clearing from 4 hours to under 40 minutes, and trained a fraud-detection model catching 78% of confirmed cases.

Intuit logoIN

Python Developer

Jun 2019 - Mar 2021 (1 year 9 months)

Created Flask REST APIs and Django admin modules for project-allocation and ticket-tracking data used by 30+ teams. Automated nightly ETL with Python and SQLAlchemy, trimming status-report preparation from a day to under an hour, and developed a ticket-routing model at 82% accuracy.

Education

Degrees, certifications, and relevant coursework

LU

Lewin University

Master of Sciences, Computer Science & Engineering

Pursued a Master of Sciences degree at Lewin University.

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