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Data Scientist & ML Engineer

Shahan Ahmed

Specializing in NLP, document intelligence, and healthcare analytics, with published research and production systems processing millions of records.

Capabilities

What I Do

ML Engineering & NLP

Transformer fine-tuning (DistilBERT, Longformer)
Document classification & OCR pipelines
Production model deployment (Docker, systemd, AWS)

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Healthcare & Public Health Analytics

Cancer treatment pathway analysis (CMS Medicare data)
Vaccination coverage research (DHS data)
Federated learning & synthetic data for health equity

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Data Engineering & Infrastructure

PySpark & Databricks pipelines
Delta Lake medallion architecture
AWS cloud services & MLflow experiment tracking

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