Open to opportunities

Harsh singh

@harshsingh18

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AI/ML engineer focused on Generative AI, RAG pipelines, and agentic workflows.

India

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What I'm looking for

I’m looking for a team where I can build production-ready RAG/LLM systems and agentic workflows, evaluate performance with real data, and deploy useful apps end-to-end—while growing my applied AI engineering skills.

I’m an AI / ML Engineer building Generative AI and RAG systems that turn unstructured documents into source-cited answers. I’ve designed end-to-end RAG pipelines with FAISS and LangChain, including contextual compression and MMR re-ranking, deployed as Streamlit apps with chat history and document upload.

Alongside RAG, I create agentic workflows (LLM autonomously plans, tool-calls, retries, and grounds responses in real-time data) using LangGraph, Tavily, and OpenAI. I also built real-time AI audio features like an AI Audio Profanity Filter—transcribing WAV audio with SpeechRecognition, detecting profanity, and re-synthesizing cleaner audio with gTTS—while bringing a research-driven, user-centered mindset to every project.

Experience

Work history, roles, and key accomplishments

Industrial Trainee

Thermal Power Plant

Analyzed efficiency of regenerative feed heating systems using data-driven evaluation methods. Studied real-time SCADA monitoring to support predictive maintenance and grid stability insights.

Data Driven Regenerative Feed Heating Predictive Maintenance Data Evaluation Industrial Analytics