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Ezel Green

@ezelgreen

Senior Data Scientist driving production ML and predictive analytics to deliver business impact.

United States
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What I'm looking for

I seek roles applying production ML, MLOps, and time-series forecasting in collaborative teams where I can lead model deployment and drive measurable operational impact.

I am a Senior Data Scientist with 11 years of experience delivering machine-learning and data-driven solutions across energy, technology, and business-analytics domains. I specialize in predictive modeling, time-series forecasting, and data engineering to turn complex data into actionable insight.

At Chevron I led ML initiatives for predictive maintenance and equipment-failure forecasting, designing time-series models that reduced unplanned downtime by 18% and partnering with engineers to productionize models on AWS SageMaker and Databricks.

Previously, I built recommendation and pricing models at Dell that improved margin-forecast accuracy by 12%, developed executive Tableau dashboards, and collaborated on migrating pipelines to AWS. Early in my career I automated reporting and supported customer segmentation using SQL, R, and Python.

I mentor junior data scientists, standardize deployment practices, and hold certifications in AWS ML and TensorFlow; I seek roles where I can apply MLOps, scalable model deployment, and cross-functional leadership to drive measurable business outcomes.

Experience

Work history, roles, and key accomplishments

Chevron Corporation logoCC
Current

Senior Data Scientist

Chevron Corporation

Jan 2019 - Present (6 years 10 months)

Led ML initiatives for predictive maintenance and equipment-failure forecasting, designing time-series models that reduced unplanned downtime by 18% and productionizing models on AWS SageMaker and Databricks.

Education

Degrees, certifications, and relevant coursework

University of Texas at Austin logoUA

University of Texas at Austin

Master of Science, Data Science

2014 - 2016

Activities and societies: Capstone: Predicting Energy Consumption Using Machine Learning Models

Completed a part-time Master of Science in Data Science with a capstone on predicting energy consumption using machine learning models.

Texas A&M University logoTU

Texas A&M University

Bachelor of Science, Computer Science

Activities and societies: Minor in Statistics

Earned a Bachelor of Science in Computer Science with a minor in Statistics.

Tech stack

Software and tools used professionally

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Ezel Green - Senior Data Scientist - Chevron Corporation | Himalayas