Peyman Bahrami Email & Phone Number

St John’s, Newfoundland And Labrador, Canada

St John’s, Newfoundland And Labrador, Canada

• Drilling-A Data Analytics Approach to Energy and Safety Improvements
• Performed all the tasks in the Databricks platform
• Employed SQL for data extraction from databases
• Conducted data wrangling to clean a dataset of millions of records
• Reported progress and conducted effective communication and weekly meetings with stakeholders
• Performed quantitative statistical analysis on large data sets

St John’s, Newfoundland And Labrador, Canada

• Introduced a smart proxy modeling based on artificial intelligence (AI) and advanced analytics modelsto duplicate the slow reservoir numerical models
• Accelerated getting results from slow models from days to seconds.
• Built convolutional neural network (CNN) regression models on a dataset 2-million-row dataset
• Feature engineered the dataset to expand the dataset’s columns to hundreds, finding the unseen,hidden patterns
• Implemented scientific computing libraries (numpy, pandas) and visualization libraries(matplotlib, Plotly)
• Optimized output using two algorithms of genetic algorithm and particle swarm optimization

• Gained experience working with Django-ReactJS stack in web application
• Developed an object-oriented graphical interface using Python-Tkinter (see Github)
• Contributed to the scientific community by reviewing tens of manuscripts for peer-reviewed journals (see my WebofScience profile)
• Familiarized with pharmaceutical datasets and trained various data predictive models on that
• Formed a team of researchers to do investigations on some hot topics in petroleum engineering and published several papers.

• Trained predictive models to forecast the Biodiesel Cetane Number in Biofuels (see publications)
• Ensured that biodiesel meets the required quality standards for use in diesel engines
• Optimized the biodiesel production processes through the implementation of predictive models and genetic algorithms
• Prepared proposals for customers seeking to invest in mini-refineries
• Provided technical and cost consultancy with investors
• Got familiar with EPC of mini-refinery and purification units process and design.

• Programmed the formulas behind equipments using LabView.
• Designed and manufactured petroleum laboratories equipments including RCAL, SCAL, PVT, EOR, etc.
• Taught junior students at universities in laboratory courses

• Determined asphaltene precipitation in static and dynamic states
• Simulated asphaltene precipitation (WinProp, PVTsim, Multiflash)
• Performed IP-143 and Sara Tests.
• Performed different EOR scenarios such as WAG & SWAG
• Performed PVT analysis (CCE, DL, Swelling Test, etc.)

Doctor Of Philosophy - Phd, Reservoir Engineering, Data Science

Master Of Engineering - Meng, Reservoir Engineering