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Soham Ravindra Lokhande
Junior Software Engineer specializing in agentic automation and AI platforms
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About
Backend-leaning founding/early engineer who built automation platforms end-to-end: FastAPI/Python services integrated with a Next.js/TypeScript frontend, including a production VNC streaming URL endpoint for cloud-instance desktop viewing. Also designed core Postgres user/workflow data models and built an agentic orchestration system with LangChain/LangGraph (sub-agents, validators, pause/resume), plus made scalability tradeoffs like S3 pre-signed uploads to keep microservices responsive.
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Key Strengths
- Backend-focused full-stack delivery (Next.js frontend + FastAPI backend integration)
- Designed and shipped production API endpoint for retrieving VNC URL to stream cloud instance desktop
- Post-launch ownership: maintenance, preventing integration regressions, and documenting APIs for future engineers
- Postgres relational modeling for user-to-workflow relationships; performance optimization via indexing on workflow.user_id
- Built agentic workflow orchestration with LangChain/LangGraph using sub-agents, validators, step limits, and pause/resume states
- Scalability-minded architecture decision: offloaded large file transfers via S3 pre-signed URLs to reduce backend load
- Startup/early-stage ownership: built backend features and infrastructure from scratch; prioritized core business requirements first
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