Finance Helper – Multi-Agent Financial Assistant at GitHub (Finance Helper project)

Designed and implemented a multi-agent financial assistant leveraging LangChain and LangGraph for structured knowledge extraction from notes, on-prem inference with privacy-conscious local LLMs, and production-ready tool integration. Built scalable architecture, risk management workflows, and documentation; engaged in feature design, automation, and collaboration tooling.

Production & Forecasting Manager at Atritube HVAC

Built time-series forecasting models for sales prediction; reduced forecasting error by 25%; automated production planning using Python-based analytics; performed demand modeling and statistical analysis; integrated forecasting insights into production tools and enterprise workflows; focused on lightweight, privacy-preserving local LLM deployment.