Sai Teja Nagapuri

Mission

Building financial workflows and AI-driven product experiences for a fintech startup — from wireframe to production.

Impact

• ↗Cut perceived load time by ~40% on chart-heavy views with virtualization and memoization
• ↗Sustained sub-300ms API response times under concurrent financial data load
• ↗Delivered 100% zero-downtime releases across every sprint
• ↗Reduced regression bugs by ~35% through pre-release test coverage

Mission

Shipping AI-powered product features end-to-end — from React frontends to LLM inference microservices in production.

Impact

• ↗Shipped 3 AI-powered features end-to-end to production
• ↗Processed 10K+ daily requests at sub-500ms p99 latency
• ↗Improved document-classification F1-score by 18%

Mission

Improving LLM chatbot accuracy and automating data workflows to free the team for higher-leverage engineering.

Impact

• ↗Improved LLM chatbot accuracy by 20% on a 500-query labeled test set
• ↗Cut pipeline latency by 30% via batching and caching
• ↗Eliminated 8+ hours/week of manual effort through automation