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Work Background
Whole Foods MarketData Scientist
Aug. 2022 - Aug. 2023Denver, Colorado, United StatesEvaluating the contribution to +$20B annual company revenue of +$100MM of annual media campaigns, and using these insights to guide future media campaigns and strategy Developed tools for data validation to ensure integrity of inputs prior to modeling Developed a framework for visualizing and interactively exploring starting parameter selection with Plotly Dash, which allowed modeling time to be reduced by 50% Modeling in a hierarchical Bayesian framework, the Media Mixed Model, developed and improved functions for evaluating model performance that resulted in reducing model refresh time by a further 30% Committed to thorough and concise code documentation in everything I produce
Sose Inc.Data Scientist
Sep. 2021 - Jul. 2022Boulder, Colorado, United StatesBuilt out proof of concept, bringing idea to production through ML Ops enhancements, allowing the company to demonstrate their capabilities and win new contracts Performed ML Ops work using AWS environment tools, primarily S3, Sagemaker, Lambdas, and Step Functions
Baker HughesDrilling Performance Engineer
Apr. 2019 - Apr. 2020Denver, Colorado, United StatesOrganized and executed data projects spanning years of oil well drilling data collected across the Rockies region of the US, focused on minimizing damage to tools, which resulted in discovering the cause of a major tool problem, and presented findings to design engineers for tool redesign Tool redesign saved on average 12 hours per job (~150 jobs per year), prevented mistakes which would have cost more time to correct, and delivered a superior final product to customers Designed best practices resulting from data analyses, and promoted them among colleagues working in the field
Baker HughesDirectional Driller
Jul. 2017 - Apr. 2019Denver, CODrilled wells with both conventional and rotary steerable assemblies, following well plans and staying on target, landing curves in pay zone, and monitoring anti-collision risks with offset wellbores Troubleshoot downhole problems to reduce vibrations and maximize drilling performance Prepare BHAs, drilling reports, anti-collision reports, maintain accurate inventory, and other relevant paperwork Apply hydraulic and torque and drag analyses to BHA design and bit selection to reduce inefficiencies and optimize drilling performance
BattelleVerification Engineer II
Jun. 2016 - Jul. 2017Boulder, COProvided engineering and data management support to special project teams, working to regain lost time due to management setbacks, close gaps in documentation, and meet overall deadline for delivery Verified sensor data streams to assess operational function, bringing remote instrumentation sites to operational status
BattelleField Integration Technician
Jan. 2016 - Jun. 2016Boulder, COWorking on sensor deployment for the NEON project, I installed a host of ecological and environmental sensors that will provide continuously streaming data for the next 3 decades of the study period.
Halliburton Energy ServicesLWD/MWD Field Engineer
Jan. 2012 - Dec. 2015Bakken - North Dakota, DJ Basin - Colorado• Lead Engineer on Logging While Drilling (LWD) and Measurement While Drilling (MWD) jobs, expert QCing log response from average and azimuthal resistivity and gamma logging tools, and delivered timely and accurate logs to customers
• Tested and configured downhole logging while drilling (LWD) tools
• Maintain effective communication between the field and the office to keep track of job details and achieve project goals
• Train less experienced MWD field engineers advancing them from Trainee to Lead Hand
• Led MWD tool pickup operations during BHA change, and logged vertical, build, and lateral hole sections
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