Ezel Green
@ezelgreen
Senior Data Scientist driving production ML and predictive analytics to deliver business impact.
What I'm looking for
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
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.
Built recommendation systems and pricing models for B2B sales, improving margin forecast accuracy by 12% and delivering Tableau dashboards for executive reporting while migrating pipelines to AWS.
Data Analyst
Insight Analytics LLC
Jun 2012 - Jul 2015 (3 years 1 month)
Collected and cleaned marketing and operations data, automated Excel reporting with Python to reduce manual work by 30%, and supported customer-segmentation projects using SQL and R.
Education
Degrees, certifications, and relevant coursework
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
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
Availability
Location
Authorized to work in
Job categories
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