Priya Patel

Boston, USA·Updated recently

Priya Patel is a data scientist and ML researcher based in Boston, specializing in deep learning, NLP, and statistical modeling. She has published peer-reviewed research on transformer architectures and built production ML pipelines deployed across healthcare and fintech domains.

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attested

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capabilities

Machine Learning

10 items · 4 sourcesverified

PyTorch

8 items · 3 sourcesverified

Natural Language Processing

7 items · 3 sourcesverified

Data Visualization

5 items · 2 sourcesattested

Statistical Analysis

4 items · 2 sourcesattested

selected projects

ClinicalBERT-Lite

Lead Researcher

Distilled clinical NLP model running on a single GPU. Deployed in two hospital systems for triage note classification.

PyTorchHugging FaceFastAPI

Sparse-Attn Survey (NeurIPS 2024)

First Author

Comprehensive evaluation of 12 sparse-attention variants on long-context biomedical text.

PyTorchJAX

uncertainty-toolkit

Maintainer

Open-source library for calibrated confidence intervals on transformer outputs.

PythonPyTorch

credentials

Ph.D. Computer Science

MIT CSAIL

2021

M.S. Statistics

Stanford University

2017

Outstanding Paper, ML4H Workshop

NeurIPS

2023

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