Debย Mondal
Senior Data Scientist (GenAI) - Healthcare
United Arab Emirates
Summary
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Top SchoolDeb Mondal is a Senior Data Scientist specializing in GenAI and LLM-driven solutions for healthcare, with 8 years of experience translating ML research into production at scale. Trained with an M.Tech in Data Science from IIT Hyderabad, she has led end-to-end ML platforms and deployed enterprise LLMs across cloud environments (AWS SageMaker, GCP) to automate claims, credentialing, and provider-data workflows. Her background spans finance, telecom, and silicon verification, giving her a rare mix of applied deep learning, MLOps, and systems-level engineering. Sheโs hands-on with prompt engineering, fine-tuning transformers, RAG, vector databases, and LangChain, and has built platforms supporting hundreds of data scientists. Notably, she pairs agentic AI experimentation with rigorous model validation (e.g., custom loss functions and domain-specific metrics), accelerating operational impact in regulated industries. Based in the UAE, she maintains an active GitHub portfolio showcasing reproducible GenAI projects and deployment patterns.
7 years of coding experience
4 years of employment as a software developer
Masters Program, Artificial Intelligence Engineer, Online Classroom + Test Assessment, Masters Program, Artificial Intelligence Engineer, Online Classroom + Test Assessment at Simplilearn AlumniHigher Secondary Education, Science, 85%, Higher Secondary Education, Science, 85% at Garhbeta High SchoolMaster of Technology - MTech, Data Science, Master of Technology - MTech, Data Science at Indian Institute of Technology HyderabadBachelor of Technology (B.Tech.), Electronics and Communications Engineering, 8.44, Bachelor of Technology (B.Tech.), Electronics and Communications Engineering, 8.44 at JIS University - JIS College of EngineeringXEE100 - 017, Internet of Things, S, XEE100 - 017, Internet of Things, S at Stanford University
English, Bengali, Hindi
Stackoverflow
177reputation
222kreached
12answers
4questions
Github Skills (38)
conversation10
dialog10
apply10
chatbot10
python9
machine-learning9
data-mining9
bots9
chatterbot9
chat9
science9
nlp8
data-visualization8
deep-learning8
analytics8
Programming languages (3)
Github contributions (5)
buddhadeb33/Data-Science-Biriyani
Dec 2021 - Dec 2024
Contributions:2 pushes, 1 branch in 3 years
buddhadeb33/Image_Categorization_CV
Aug 2023 - Sep 2024
Contributions:1 release, 5 pushes, 3 branches in 1 year
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