Years of experience on data analysis and predictive ML modeling
Atefeh Rahmani
Massachusetts,MA
Summary
Analytical Researcher with experience in experimental research and data analysis using predictive modeling, data processing, and data mining algorithms. Experienced with statistical analysis modeling, data wrangling and data visualization using python libraries.
Overview
3
3
3
3
Languages
Work History
Researcher
UMass Dartmouth
Dartmouth, MA
09.2021 - 06.2022
- Apply machine learning models (bagging, ensemble) to the GRAPPA’s Algorithms for reconstruction and improving parallel MRI
- Use machine learning technics such as regression analysis, data training, dimensional reduction, and MSE, SSIM, PSNR methods for testing
- Use MATLAB datasets and python for implementation. Conduct a seminar to present findings and result to CS graduate students and faculties
Graduate Assistant
Charlton College Of Business
Dartmouth, MA
09.2021 - 05.2022
- Analyze students’ data using excel and provide results to campus stakeholders to promote student success
- Conduct queries, draw conclusions, prepare written and visual reports
- Coordinate and organize academic events for students, supervise 6 peer mentors
- Advise undergraduate students with their academic progress
Python and Data Analysis Lecturer
Center for Integration Quantum Material
Cambridge, MA
05.2020 - 08.2020
- Lecture Python programming language and data analysis techniques like clustering and regression models to the CIQM’s summer interns at Harvard University
- Create and facilitate the class activities, lessons, and weekly projects for students
Scrum Master - software developer
UMass Dartmouth
Dartmouth, MA
10.2019 - 05.2020
- Create a collaborative project management application for the US Naval Undersea Warfare Center
- Use REACT and MongoDB to develop the app
- Use agile methodology and Jira
- Track project progress and manage the team members tasks and works
Material Science Researcher
Harvard University, Center Of Nanofabrication Syst
Cambridge, MA
06.2018 - 11.2019
- Project 1: "The Substrate Effect on Optical Properties and Exfoliation Behavior of Bi2Se/Te3"
- Analyze the effect of hydrophilic transitional metal oxide films on the plasmonic surface of a topological insulator
- Project 2: “Correlation of High-K materials and composition surface analysis”
- Implement a low temperature ALD HfO2 coating method and then developing a lift-off process for HfO2 ultra- thin film using ALD machine
- Evaluate and characterize the film’s composition and physical properties using XPS, ISS, SEM, and AFM tools.
Education
Master of Science - Computer Science
University of Massachusetts - Dartmouth
Dartmouth, MA05.2022
Bachelor of Science - Software Engineering
University of Massachusetts - Dartmouth
Dartmouth, MA05.2020
Professional Certificate - Nanotechnology
Harvard University
Cambridge, MA09.2019
Associate of Science - Chemical Engineering
Bunker Hill Community College
Boston, MA05.2018
Skills
- Python
- Machine Learning
- SQL
- MATLAB
- Tableau
- Java
- C Programming Language
- Microsoft Excel
- Material Science: X-ray Photoelectronic Spectroscopy (XPS, surface analysis), Scanning Probe Microscopy (SPM), Atomic Force Microscope (AFM), Atomic Layer Deposition System (ALD _Chemical Vapor_Deposition), Scanning Ellipsometer (Metrology), Scanning Electron Microscope (SEM)
Timeline
Graduate Assistant
Charlton College Of Business
09.2021 - 05.2022
Researcher
UMass Dartmouth
09.2021 - 06.2022
Python and Data Analysis Lecturer
Center for Integration Quantum Material
05.2020 - 08.2020
Scrum Master - software developer
UMass Dartmouth
10.2019 - 05.2020
Material Science Researcher
Harvard University, Center Of Nanofabrication Syst
06.2018 - 11.2019
Master of Science - Computer Science
University of Massachusetts - Dartmouth
Bachelor of Science - Software Engineering
University of Massachusetts - Dartmouth
Professional Certificate - Nanotechnology
Harvard University
Associate of Science - Chemical Engineering
Bunker Hill Community College