Jeff Ott Email and Phone Number
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Jeff Ott personal email
I am currently a Research Analytics Scientist with the Stanford GSB DARC Team, where I work closely with professors to analyze novel datasets, mainly focusing on NLP and Deep Learning. My projects often involve uncovering insights from complex often unstructured data, aiming to contribute to academic research in meaningful ways.Prior to this role, I worked as a petroleum engineer in the Midland Basin. In this role I managed multiple fields and utilized my creativity and coding ability to streamline management tasks and optimized field recoveryI'm passionate about the power of data to inform decisions and drive advancements. As I continue in my career, I'm excited to further explore how NLP and Deep Learning can uncover new findings and applications, both in academia and beyond.
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Research Analytics ScientistStanford University Sep 2022 - PresentStanford, Ca, Us -
Data Science ResearcherUcsf Radiology Sep 2021 - Jul 2022• Developed predictive models for dementia progression from MRI data to access cognitive decline • Created an Encoder/ Decoder model in PyTorch to semantically segment 3D MRI images into a 90-label atlas with a dice score of .75• Used an ensemble architecture to combine a Convolutional neural network with tabular data to predict ADAS-Cog score for the Alzheimer’s Disease Neuroimaging Initiative dementia MRI dataset• Built a Python visualization to accurately portray 3D semantic segmentation results in Plotly • Trained 60GB of data on a distributed environment, utilized 6 GPUS to speed up training
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Production EngineerApache Corporation Jul 2019 - Mar 2020Houston, Texas, Us• Created a Spotfire visual database which combined all chemical/solids testing to easily determine repeat failure trends • Optimized pump designs to handle expected fluid yield from workover jobs• Directed acid jobs on-site, participating in all parts of the operation• Managed 500+ wells (356 Producers, 152 Injectors) -
Operations EngineerApache Corporation Jan 2019 - Jul 2019Houston, Texas, Us• Created a plunger lift scheduler in VBA which standardized plunger inspections and reduced catastrophic failure rate to 0%• Increased production through plunger optimization by 21 BOPD & 161 MCFPD over the lease and decreased injection 131 MCFPD, increasing lease income by $65,000 per month• Created a Python visualization tool to present downhole issues, improving failure analysis
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Reservoir EngineerApache Corporation Aug 2018 - Jan 2019Houston, Texas, Us• Developed a tool in Python to calculate significant dependent variables in wellbore scaling analysis• Designed a Python tool with plotly to visualize fiber optics completion jobs, cutting analysis time by 94%• Brought multimillion-dollar projects from concept to action within a multidisciplinary team• Created a Spotfire interface to quickly access play economics and accurately assess project costs• Proposed a well in the Cline formation which initially produced (IP’d) at 1100 BOPD on a 1.5 mile lateral, proving the reservoir and added 46 additional wells to the inventory
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Reservoir InternApache Corporation May 2017 - Aug 2017Houston, Texas, Us• Analyzed over 300 wells to understand production drivers• Summarized completion data trends to optimize the design for prospective wells• Built forecasts and ran economics for five prospective drilling areas (20 wells) to characterize existing drilling inventory
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Field InternApache Corporation May 2016 - Aug 2016Houston, Texas, Us• Studied the effects of pumpjack weight imbalance on power usage and helped prioritize wells for balancing operations and motor change recommendations • Created VBA code to analyze area wells for rod pump efficiency
Jeff Ott Education Details
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University Of San FranciscoData Science -
Texas A&M UniversityMinor In Computer Science
Frequently Asked Questions about Jeff Ott
What company does Jeff Ott work for?
Jeff Ott works for Stanford University
What is Jeff Ott's role at the current company?
Jeff Ott's current role is Data Scientist | Research Analytics Scientist at Stanford | Engineer.
What is Jeff Ott's email address?
Jeff Ott's email address is je****@****orp.com
What schools did Jeff Ott attend?
Jeff Ott attended University Of San Francisco, Texas A&m University.
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