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Ramkumar V SRS
Open to opportunities

Ramkumar V S

@ramkumarvs

I build AI analytics systems that automate medical and business insights.

India
Message

At Mu Sigma, I build AI-driven analytics systems for Fortune 500 clients, turning complex medical and social data into actionable insights.

I've developed LLM and retrieval-augmented generation workflows that reduced medical-insight processing time by 80%, and AI agents using LangChain that saved 50 hours of manual work in social media analysis. I also built an NL-to-SQL inventory chatbot that improved efficiency by 90% and an AI pipeline for identifying evidence gaps across clinical indications.

My work spans Python, SQL, machine learning, NLP, computer vision, and generative AI. I've fine-tuned BERT for multiclass Twitter-profile classification and mentored five freshers in Python, ML, and NLP techniques.

Earlier, I supported Alexa NLU model accuracy at Amazon and worked with large datasets for deal categorization and recommendation systems at Dealsmela.in.

Experience

Work history, roles, and key accomplishments

Mu Sigma Inc logoMI
Current

Data Scientist

Mu Sigma Inc

Oct 2022 - Present (3 years 11 months)

Developed automated systems using LLMs, RAG, and prompt engineering to classify and summarize medical insights, reducing manual processing time by 80%. Implemented AI agents via LangChain for social media analytics, achieving a manual time reduction of 50 hours.

Education

Degrees, certifications, and relevant coursework

ST

SNS College of Technology

Bachelor of Engineering, Electrical and Electronics

Grade: 7.4 CGPA

Bachelor of Engineering in Electrical and Electronics with a CGPA of 7.4, graduated in July 2021.

Tech stack

Software and tools used professionally

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