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Deep Jyoti

@deepjyoti

Data professional with 4+ years of experience in statistical programming and healthcare analytics. Skilled in Python, SQL, machine learning, and NLP.

India

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What I'm looking for

I’m looking for Machine Learning Engineer, Data Scientist, or AI Engineer roles where I can build and deploy scalable machine learning and Generative AI solutions. I’m particularly interested in product-driven teams working on NLP, LLMs, deep learning, and MLOps.

I’m a Statistical Programmer with 4 years of experience at Novartis, where I apply statistical modeling, machine learning, and deep learning to clinical trial and patient-level healthcare data. I build decision-support analyses using techniques like regression, survival analysis, and MMRM, with a focus on audit-readiness and regulatory-aligned deliverables (CDISC ADaM/SDTM).

I also bring practical NLP and MLOps experience to healthcare problems, including production LLM-powered text summarization pipelines. Through end-to-end development—fine-tuning transformers, evaluating with ROUGE/BLEU, and deploying with AWS, MLflow, and CI/CD—I help teams turn complex data into clear, reproducible insights for both technical and non-technical stakeholders.

Experience

Work history, roles, and key accomplishments

Current

Statistical Programmer

Current

Novartis Healthcare Pvt. Ltd.

Aug 2022 - Present (3 years 11 months)

Analyzed large-scale clinical trial and patient-level datasets using Python, R, and SAS to deliver statistical modeling and predictive analytics for clinical decision-making. Built ADaM and SDTM datasets compliant with CDISC standards to support FDA/PMDA regulatory submissions and communicated results to cross-functional stakeholders.