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Mangesh Lokade

@mangeshlokade

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AI Engineer shipping production LLM apps and full-stack systems, including RAG, agents, and browser extensions.

India

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What I'm looking for

I’m looking for a remote-first team where I can ship production GenAI and full-stack products end-to-end—designing reliable RAG/agent systems, integrating APIs, and deploying measurable features with strong product thinking.

I’m an AI Engineer and Full-Stack Developer with ~1 year of production internship experience, shipping LLM applications, AI agents, full-stack systems, and Chrome extensions used by 1,591+ users globally. I focus on end-to-end delivery—from system design to deployment—in async remote environments, with a bias toward reliability and measurable outcomes.

In production work, I architected PeacePulse AI, a religion-aware conversational LLM app using RAG-style retrieval and prompt engineering, reducing hallucinations via context-window management. I also built a production AI Agent that enables natural-language database queries (cutting information retrieval time by 60%), and delivered a real-time Power BI dashboard across 21 social KPIs that improved content strategy ROI by 35% through DAX measures and ETL automation.

Experience

Work history, roles, and key accomplishments

AI/ML Engineer Intern

InternPe

Jun 2024 - Jul 2024 (1 month)

Shipped three end-to-end ML/DL projects—breast cancer neural network classifier, car pricing regression predictor, and IPL win probability predictor—and executed the full MLOps pipeline, including Streamlit deployment.