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Muhamed HarishMH
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Muhamed Harish

@muhamedharish1

AI Product Engineer who deployed enterprise automation systems and agentic AI workflows for clients at Versalence.

India
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At Versalence, I designed and deployed end-to-end AI automation systems for enterprise clients in construction, marketing, and AI infrastructure. I built agentic systems combining proprietary-data RAG pipelines, procurement automation, and multi-user chatbots.

I also implemented AI co-worker systems, including email agents for client communication and follow-ups, and lead qualification chatbots. In collaboration with Nuro AI, I contributed to DevOps pipeline automation using Harness CI/CD and STO modules.

At Freedom Property Investors, I developed Flask APIs for real-time session transcription using OpenAI Whisper and optimized SQL queries to improve dashboard loading and reporting performance. My local RAG project uses Mistral, Ollama, LangChain, and Chroma VectorDB to answer questions about large PDF datasets without external API dependencies.

Experience

Work history, roles, and key accomplishments

GS
Current

Senior Business Analyst (AI & Digital Transformation)

Grethena Solutions

Oct 2025 - Present (1 year)

Led AI-driven transformation initiatives across automotive, healthcare, and finance, translating business requirements into structured workflows and deployable AI system designs. Managed end-to-end Agile delivery and collaborated with engineering teams to evolve prototypes into production-ready applications.

VE

AI Product Engineer

Versalence

Jun 2025 - Apr 2026 (10 months)

Designed and deployed end-to-end AI automation systems for enterprise clients in construction, marketing, and AI infrastructure domains. Built agentic AI systems with RAG pipelines and automation workflows, and collaborated with Nuro AI on DevOps pipeline automation.

FI

AI Developer Contractor

Freedom Property Investors

Mar 2025 - May 2025 (2 months)

Developed and deployed RESTful Flask APIs for real-time session transcription using OpenAI Whisper, reducing manual note-taking effort by ~80%. Optimized SQL queries to reduce dashboard load times by 60% and collaborated with product and data teams on scalable AI automation solutions.

Education

Degrees, certifications, and relevant coursework

ST

SRM Institute of Science and Technology

B.Tech, Computer Science

Grade: 9.05/10

Pursued a B.Tech in Computer Science with a specialization in Big Data Analytics, achieving a CGPA of 9.05/10.

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