Priya Patel

Senior Data Scientist

Seattle, WA · priya@example.com · linkedin.com/in/priyapatel

Summary

ML engineer and data scientist specializing in NLP and recommendation systems. Built production ML pipelines that improved conversion rates by 32% at scale. Published research in NeurIPS on efficient transformer architectures.

Experience

Senior Data Scientist2022 – Present

StreamWorks

Built personalized recommendation engine serving 230M+ subscribers, improving watch time by 12%
Developed real-time A/B testing framework reducing experiment cycle time from 2 weeks to 3 days
Published internal paper on efficient fine-tuning of large language models for content classification

Data Scientist2019 – 2022

LogiScale

Designed NLP pipeline for product review analysis processing 10M+ reviews daily
Built demand forecasting model reducing inventory waste by $2.1M annually
Led cross-functional team of 4, shipping ML features to production every 2 weeks

ML Engineer2017 – 2019

Startup Labs

Implemented end-to-end ML pipeline from data collection to model serving using MLflow
Built customer churn prediction model with 91% accuracy, saving $800K in annual revenue

Skills

PythonPyTorchTensorFlowSQLSparkMLflowNLPRecommender SystemsA/B TestingDocker

Education

Ph.D. Machine Learning

Carnegie Mellon University · 2017

B.Tech Computer Science

IIT Delhi · 2013