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Designed and shipped Agentic AI systems using LangChain & Anthropic Agent SDK to automate loan underwriting decisions on a platform processing $20M+ monthly. Reduced manual effort by 80% and cut origination-to-closing from 7 days to 2 days.

Applied RAG Architecture and Prompt Engineering principles to build AI Agents across the origination platform, automating business functions with 92% accuracy. Leveraged vector search and retrieval pipelines to ground LLM responses in proprietary loan data.

Agent Assisted Development and deployed an LLM-based test data generation tool using Claude Code and Cursor Agents, used by 50+ team members. Reduced manual testing effort by 80% and accelerated ideation-to-production timelines by 60%.

Architected a real-time predictive ETA system trained on 1M+ data points (94% accuracy) and managed 300+ feature flags via LaunchDarkly. Data-driven prioritization reduced support queries by 45%.

Co-founded a Procurement & Spend Management SaaS. Executed an 18-month roadmap onboarding 15 enterprises in Q1. Built an OCR/ML invoice workflow reducing data entry by 80%. Generated $1M ARR in 12 months via land-and-expand strategy.