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Sriram Lingavel

@sriramlingavel

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I build production GenAI agents, RAG systems, and intelligent computer vision pipelines.

India

Message

What I'm looking for

I'm looking to build production AI systems where I can work on LLM agents, RAG, computer vision, or robotics problems and continue growing through hands-on engineering challenges.

At Crayon’D, I engineered and deployed a FastAPI and LangGraph backend for real-time streaming LLM responses, reducing latency by 30–40%. I also built MCP-based autonomous agents for weather retrieval and JIRA task automation.

I've delivered production-oriented GenAI systems including a personalized news summarizer, historic-art RAG pipeline, and automated research documentation workflow using LangChain, Gemini API, Pinecone, and Supabase. My technical performance ranked ninth among the top 25 interns.

Beyond GenAI, I build reinforcement learning, computer vision, multimodal fashion, and EEG-driven ML projects. I trained PPO and SAC robotic locomotion policies, developed occlusion-aware pose tracking, and co-authored an Elsevier publication on EEG-based emergency-number recognition.

Experience

Work history, roles, and key accomplishments

GenAI Developer

Crayon'D

Sep 2025 - Dec 2025 (3 months)

Engineered and deployed a FastAPI + LangGraph backend enabling real-time streaming LLM responses, reducing response latency by 30-40%. Implemented persistent PostgreSQL state management and containerized Docker deployment, and built MCP-based autonomous agents for Weather data retrieval and JIRA task automation.

fastAPI LangGraph PostgreSQL Docker MCP REST APIs Jira Weather API