Industry Solutions | Production OptimizationIndustry Solutions is a multidisciplinary project delivery team of data scientists, designers, solution architects, software engineers, and project mangers. We strive to help our clients deliver high-value, data driven solutions on top of our core product, Cognite Data Fusion (CDF) -- a centralized data warehouse specially designed for high-volume, high-frequency industrial data.PROJECTS & ROLES:Integrated Production Optimization… Show more Industry Solutions | Production OptimizationIndustry Solutions is a multidisciplinary project delivery team of data scientists, designers, solution architects, software engineers, and project mangers. We strive to help our clients deliver high-value, data driven solutions on top of our core product, Cognite Data Fusion (CDF) -- a centralized data warehouse specially designed for high-volume, high-frequency industrial data.PROJECTS & ROLES:Integrated Production Optimization Phase 1 | Use Case Lead / Data ScientistDecember 2019 - January 2020Extracted and processed live sensor data for automated input into and triggering of HYSYS / GAP models for regularly scheduled runs to illuminate potential production optimization opportunities. Results from the models are displayed in a dashboard for ease of information consumption.Integrated Production Optimization Phase 2 | Data ScientistApril 2020 - July 2020Scale-up of Phase 1 from one compressor system to 4 compressor systems (7 total compressors). Added additional functionality by implementing live (every 30 minutes) calculation of separator capacity for 30 vessels (inlet and outlet nozzle fluid momentum, PSV utilization, and residence time)Real-Time Separator Capacity Analysis | Data ScientistDecember 2020 - June 2021 Show less

• Collaborate with greater Reservoir Characterization team to update a multilevel multiple linear regression model (MVR) that predicts production performance for use in budget and development planning - Extensive feature engineering work completed to integrate geospatial data with time to evaluate geologic parameters and spacing/stacking - Collaboratively building an R Shiny web app to deploy model to asset team for use in planning - Analyzed completion design parameters to… Show more • Collaborate with greater Reservoir Characterization team to update a multilevel multiple linear regression model (MVR) that predicts production performance for use in budget and development planning - Extensive feature engineering work completed to integrate geospatial data with time to evaluate geologic parameters and spacing/stacking - Collaboratively building an R Shiny web app to deploy model to asset team for use in planning - Analyzed completion design parameters to identify additional features of interest - Implemented a clustering model to categorize hydraulic fracturing pump schedules for inclusion in MVR• Utilize MVR model to: - Identify potential for 10% production uplift by modifying drawdown strategy; initial production from field test supports prediction - Identify potential for 15% production uplift through improved completions design; proposal for field tests in progress Show less

• Coordinate and manage batch drilling of surface holes in the Permian Basin ($10 MM project in 2017)• Built automated “drilling benchmark,” leveraging existing data storage software, to autonomously log and calculate key drilling metrics (e.g. FPD, Spud-TD/RR, $MM/LL), increasing efficiency by eliminating “busy work” and enabling team to identify performance trends real-time• Provide data management and tech support for drilling team by setting up projects in data storage software… Show more • Coordinate and manage batch drilling of surface holes in the Permian Basin ($10 MM project in 2017)• Built automated “drilling benchmark,” leveraging existing data storage software, to autonomously log and calculate key drilling metrics (e.g. FPD, Spud-TD/RR, $MM/LL), increasing efficiency by eliminating “busy work” and enabling team to identify performance trends real-time• Provide data management and tech support for drilling team by setting up projects in data storage software, raising preliminary and full AFEs, and QC’ing drilling data Show less

• Managed $80,000 budget to ensure operating facilities (350+ tank batteries and 1400 wells) are adequately maintained and are in regulatory compliance with Texas Railroad Commission• Supervised 20+ “lock-out-tag-out” procedures for new installation of flares and inspect site prior to start-up• Designed and deployed field-wide navigation tool for all employees to increase efficiency and foster safe travel and decrease non-productive time (“NavThePermian”)• 300+ hours of lease… Show more • Managed $80,000 budget to ensure operating facilities (350+ tank batteries and 1400 wells) are adequately maintained and are in regulatory compliance with Texas Railroad Commission• Supervised 20+ “lock-out-tag-out” procedures for new installation of flares and inspect site prior to start-up• Designed and deployed field-wide navigation tool for all employees to increase efficiency and foster safe travel and decrease non-productive time (“NavThePermian”)• 300+ hours of lease operating experience Show less

Provided administrative support for California Compliance School: Training for Hazardous Waste Generators; Maintained the program’s website (www.compliance.org); Generated invoices for services, maintained registration data using Microsoft Access for ease of reporting; Organized logistics for several course sessions simultaneously; Market our services at various technical conferences (e.g. California CUPA Forum)