SUMMARY
- Proven technical services and technology development professional with 12 years of experience, also four years in Data Science providing data - driven, action-oriented solutions to challenging business problems for both international and national organizations.
TECHNICAL SKILLS
- Predictive Modeling
- Data and Quantitative Analysis
- Decision Analytics
- Data Mining and Visualization
- Data-Driven Modeling
- Machine Learning and Deep Learning Algorithms
- KPI Dashboarding
- Big Data Queries and Interpretation
- Business Intelligence (BI)
- Data ingestion and data pipeline
PROFESSIONAL EXPERIENCE
Confidential
Digital Oilfield Consultant
Responsibilities:
- Enhanced ~90% accuracy in predicting the Estimated Ultimate Recovery (EUR) of “parent” wells by implementing a data-driven workflow using advance Machine Learning Techniques to characterize well interference and frac hit events.
- Reduced well completion costs ~ 5% while increasing oil recovery ~27% by implementing a near real time completion and production optimization workflows using advance Machine Learning (ML) techniques (Python).
- Managed advanced analytics research & development within the Artificial Intelligence field, primarily focused on completion and production optimization
Confidential
Digital Oilfield Consultant
Responsibilities:
- Improved production up to 30% per well (entire field by 4%) and delivering as much as $1.0M in additional daily revenue from a single field by implementing upstream-based workflows to automate processes in drilling, production and facilities.
- Accelerate production up to 20% per well by developing and deploying Plunger Lift Optimization on gas wells.
- Developed upstream-based workflows to automate processes (drilling, production and facilities) and tuning integrations between different data sources and specialized industrial applications like PROSPER, GAP, MBAL, PIPESIM
- Formalized data analytics methodology to model complex problems with advanced Machine Learning (ML) Algorithm
Confidential, Houston, TX
Product Manager
Responsibilities:
- Orchestrated $15M XSite (3D fracture model) development project. Planed and oversaw entire project lifecycle including driving blueprinting, execution, testing, production, and deployment.
- Fostered the team and engineered two major workflow GECO (Geo-Engineered Completion Optimization) and NWCI (near wellbore connectivity issues) developments.
- Enhanced well recovery per well ~20% which added NPV of $94M at Eagle Ford formation by the deployment of completion optimization workflow.
- Improved completion efficiency of OMAN KZN field from ~0% to 66% by implementing GECO and NWCI workflows.
- Managed multiple technology partners and vendors (ITASCA, Schamberger, TerraTek, Halliburton, NSI Technologies)
