I build AI agents, intelligent bots,
RAG pipelines, and automation systems.
Software Engineer with 4+ years at Marsh McLennan, specializing in turning complex pension workflows into intelligent automated systems.
I architect RAG chatbots with OpenAI, build custom UiPath packages that cut manual work by 40%, and create immersive web experiences with Three.js and custom GLSL shaders.
Software Engineer — Intelligent Automation
OpenAI LLM + MongoDB vector store chatbot. ML-powered pension email processing. 35% faster query resolution.
Custom UiPath package for auto-generating pension email drafts. 40% reduction in manual effort across teams.
Dynamic subject/content modification system for undeliverable pension emails. 25% delivery rate boost.
Real-time pension tracking dashboard with automated triggers. Saved 20 hours/week in manual reporting.
Joined the pension automation team. Mastered UiPath RPA. Reduced processing errors by 15%.
Real-time intelligence dashboard for India — live weather, finance, transport, flight tracking, news, and state-level data with glassmorphism UI.
Enterprise-grade RAG chatbot with multi-provider LLM routing, dual database architecture (Supabase + ChromaDB), and smart chunking strategies.
10 alternative RAG architectures — BM25, SQL, Knowledge Graph, Web Search, API-based, CAG, TF-IDF, and more. Zero vector databases.
Immersive Three.js cyberpunk cityscape — custom GLSL shaders for neon lights, volumetric rain, reflective wet streets, and atmospheric fog.
Procedural flower generation — custom vertex/fragment shaders, organic petal geometry, animated growth sequences, and post-processing bloom.
Hands-on ML/DL path — math foundations to PyTorch. Linear algebra, optimization, algorithms from scratch, and self-attention implementations.
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