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Guna PGP
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Guna P

@gunap

AI/ML Engineer at Equipo Health who developed healthcare copilots and a 90%-accurate ICD code retrieval system.

India
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At Equipo Health, I developed clinical NLP models, fine-tuned LLMs for healthcare applications, and built a RAG-based ICD code retrieval system with 90% accuracy. I also developed a healthcare copilot and voice-based multi-agent systems.

I trained health risk prediction models and used LLM-driven synthetic data generation to increase dataset size threefold while reducing labeling time by 40%. Earlier, at Looperex Technologies, I developed web and mobile applications and published cross-platform apps with more than 10,000 installs.

Experience

Work history, roles, and key accomplishments

EH

AI/ML Engineer

Equipo Health

Apr 2023 - Aug 2026 (3 years 4 months)

Trained custom spaCy NER and BERT-based classification models on clinical data, achieving 80% NER and 85% classification accuracy. Built RAG-based ICD code retrieval with 90% accuracy and developed agentic systems including a healthcare copilot and voice-based multi-agents.

Education

Degrees, certifications, and relevant coursework

IBM logoIB

IBM

Professional Certificate, Artificial Intelligence

Earned the IBM AI Engineering Professional Certificate in 2025.

Harvard University logoHU

Harvard University

Certificate, Artificial Intelligence

Completed CS50's Introduction to Artificial Intelligence with Python on HarvardX in 2023.

KT

Kurinji College of Engineering and Technology

Bachelor of Engineering, Electrical and Electronics Engineering

2019 - 2022

Pursued a Bachelor of Engineering in Electrical and Electronics Engineering from 2019 to 2022.

Jovian logoJO

Jovian

Certificate, Computer Science

Completed Data Structures and Algorithms in Python on Jovian in 2022.

Harvard University logoHU

Harvard University

Certificate, Web Programming

Completed CS50's Web Programming with Python and JavaScript on HarvardX in 2020.

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