I am a petroleum engineer with experience in developing machine learning and data-driven solutions for oil and gas applications. My background includes Python-based project development, experimental work with nanofluid systems, academic experience as a research and teaching assistant at Shiraz University, and service as a peer reviewer for Springer Nature.
Paper: A review of the application of machine learning methods in the estimation of formation damage caused by different processes in oil and gas production
Paper: Prediction of asphaltic sludge formation in oil reservoir acidizing operation using machine learning model: Extreme gradient boosting
Paper: Optimization of Water Injection Well Acidizing Process: A Sandstone Reservoir Scenario
Paper: Classification of Acid–Oil Emulsion Stability During Acidizing Operations in Oil Reservoirs Using Machine Learning Models
Feel free to reach out anytime. If you have a question, a project in mind, or simply want to say hello, I’d be genuinely happy to hear from you :)