Senior Research Engineer

• Jul 2021 - Present

Reservoir Engineer

• Aug 2019 - Jul 2021

Development of integrated unconventional field development optimization workflows based on Numerical Simulation, Machine Learning and Hybrid modeling strategies. Development of integrated unconventional field development optimization workflows based on Numerical Simulation, Machine Learning and Hybrid modeling strategies.

Reservoir Engineer - Advanced Analytics and Emerging Technology

• Jul 2019 - Aug 2019

Research Assistant, PhD

• Sep 2015 - Jul 2019

• Developing Reduced Order Models for parametric reservoir system such as with unknown well locations and multiple geological realizations, for History Matching and Production Optimization problems • Developing a framework that uses Machine Learning based techniques such as Artificial Neural Networks, Gaussian Processes and Ensemble methods for error estimation of the parametric reduced order models • Developing Local Reduced Order Models based on a Bayesian framework for probabilistic sampling of basis functions Show less

Advanced Analytics and Emerging Technologies Intern

• May 2018 - Aug 2018

Developing Data Driven Reduced Order Modeling strategies for oil field development and optimization Developing Data Driven Reduced Order Modeling strategies for oil field development and optimization

Data Science Intern

• May 2017 - Aug 2017

• Identified structured, unstructured, semi-structured data types and data source applications to generate a context that can lead to Non-Productive Time and machine failure during oil and gas operations • Worked with the data science team to build data dictionaries for a relevance aware intuition technology that can ingest relevant data into the cloud hosted platform • Researched on predictive analytics algorithms to estimate context driven Lead-Time-To- Failure of a machine and generate forewarning Show less

Teaching Assistant - 'Engineering and Economic Evaluation of Subsurface Reservoirs'​

• Aug 2014 - Dec 2014

Summer Intern

• Jul 2012 - Jul 2012

Prepared a report on the City Gas Distribution System and processes involved in transporting gas right from the production facility to the industries and houses. Prepared a report on the City Gas Distribution System and processes involved in transporting gas right from the production facility to the industries and houses.

Visiting Student

• Jun 2012 - Jun 2012

Intern

• Dec 2009 - Jan 2010

•Prepared report on the development of various villages under this Centre. •Analyzed the economic benefits and the energy problems faced by the livestock farmers in the process of application of the policies by the NGO. •Prepared report on the development of various villages under this Centre. •Analyzed the economic benefits and the energy problems faced by the livestock farmers in the process of application of the policies by the NGO.