Industrial Experience

Mar 2023 to Present

Research Project:

• Post Doctoral fellow at Oklahoma State University. Working on Geothermal Energy Project

• Developing Realtime Bit Grade Application in python (CICD pipeline)

• Developing DrillBitVision library - in progress

Feb 2022 to Mar 2023

• Agile Software Developer (BE)

• Worked and developed codes with CI/CD environment, writing GitHub workflow.

• API - Postman GUI - NoSQL mongoDB

• Object Oriented Programming (OOP - Python)

• Cloud Computing, AWS (Sagemaker, S3)

• IDE pycharm

• Data/ML/AI

• Realtime slide drilling detection: developing a ML algorithm for slide detection. This is a time-series problem that turned into a supervised problem. A new approach was developed that can be used for training any bi-class classification problem. The ML model can be trained based on small logic and finally, a voting system is used for classification.

• [Hackathon May 2022] A new approach for signal processing was developed. The module was developed in OOP.

• A Decision tree model was trained on data to detect the slide from rotary drilling.  

• Developed an automated EDA module for data comparison on Sagemaker.

• [Hackathon Dec 2022] A time series ML for realtime kick detection.

• A BE Krevs app was developed and deployed to Prod.