Hari Ande

About

Frontend engineer with experience building data-intensive, near real-time React/TypeScript applications in credit reporting and logistics tracking. Stands out for performance-focused architecture across dashboards and map-based products, including large dataset optimization, profiling, and Mapbox visualizations with live asset tracking.

Key Strengths

• Built real-time credit scoring and reporting dashboards in React and TypeScript
• Strong frontend performance optimization for large datasets
• Production experience with Redux-based state management and reusable component architecture
• Diagnoses rendering bottlenecks using Chrome DevTools and React Profiler
• Mapbox expertise for logistics tracking and live asset visualization
• Handled thousands of map points with clustering and viewport-based rendering
• Balances performance with usability through responsive UI, filtering, tooltips, and custom markers
• Shipped LLM-powered credit case triage agent to production with >99% uptime
• Drove ~30% processing efficiency improvement for credit analysts
• Designed RAG architecture to keep outputs grounded in latest credit data
• Built reliability controls: data masking, human review gates, abstain/flag-to-manual-review behavior
• Implemented multi-step agent workflow (preprocess → retrieval → reasoning → validation → response) with LangChain state management
• Established eval/monitoring stack: labeled offline evals, daily batch regression tracking, online metrics and anomaly alerting
• Improved reliability by addressing schema/data-format issues via dynamic type correction and stronger schema checks
• Handled messy operational data with Python standardization pipelines, validation at ingestion, and safe fallbacks/idempotency

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