Summary
Overview
Work History
Education
Skills
Papers & Research
Certificates
Timeline
Generic

ZOHREH EBRAHIMI

Alpharetta,GA

Summary

Data Scientist with a master’s degree in data analytics and experience in machine learning, predictive modeling, and data analysis. Skilled in building models to address business challenges and enhance decision-making processes. Strong background in forecasting, data modeling, and large-scale data analysis using various machine learning platforms and tools. Passionate about using data-driven insights to achieve business goals and optimize complex systems.

Overview

19
19
years of professional experience

Work History

Data Scientist

ProcessMiner Inc.
01.2023 - Current


  • Collaborated on new product design and launch, conducting product demos and showcasing machine learning models
  • Automated the creation of 60-page comprehensive PDF reports in under 5 minutes, helping clients make faster decisions
  • Implemented a tag-classification module using machine learning to organize and categorize data more efficiently
  • Developed a system to recommend optimal control values for key variables, ensuring they stayed within set limits, and connected it to a user-friendly API
  • Worked closely with engineering teams to deploy and scale models in production environments using Agile (Scrum) methods.

Data Science Intern

ProcessMiner Inc.
10.2022 - 01.2023
  • Built and deployed LSTM deep learning models using PyTorch to predict outcomes in paper manufacturing, improving production efficiency.
  • Presented analysis results to clients, answered customer questions, and supported decision-making

Data Science Co-op

Retail Business Services
01.2022 - 06.2022
  • Worked on computer vision tasks including image classification, object detection, and semantic segmentation in Azure Machine Learning Studio
  • Packaged and uploaded machine learning models to Azure Percept Dev Kit for deployment
  • Trained models in Azure Databricks, improving accuracy and performance
  • Created comprehensive project documentation for model development and deployment processes
  • Contributed to Agile software development practices (Scrum), working with cross-functional teams to ensure timely delivery of projects
  • Gained exposure to Azure Data Factory and built data pipelines to support data ingestion and processing
  • Presented cost-benefit analyses of computer vision projects to non-technical stakeholders, helping drive business decisions.

Assistant Teacher and Assistant Director of Operations

Montessori Scholars Academy
05.2018 - 03.2020
  • Assisted with marketing strategy creation and advertising to increase public visibility
  • Managed account receivables and maintained efficient operations.

Process Improvement Consultant

Ariana Consulting
09.2005 - 09.2007
  • Conducted workflow analysis for a large-scale manufacturing company to reduce costs and improve efficiency
  • Recommended process improvements that reduced downtime by 15%.

Education

M.S. in Data Analytics -

Georgia Institute of Technology
Atlanta, GA

M.S. in Industrial Engineering - undefined

University of Tehran
Tehran, Iran

Skills

  • Data Mining
  • Statistical Analysis
  • Machine Learning
  • Deep Learning (PyTorch, TensorFlow)
  • Optimization Models
  • Cloud Computing (AWS SageMaker, Azure, Databricks)
  • Data Visualization (Tableau)
  • Data Analysis & Reporting
  • Agile Development (Scrum)
  • GitHub & Version Control
  • Python, SQL, GitHub GitHub Actions
  • Team Collaboration

Papers & Research

  • Performance optimization of electricity distribution units with random variations (IEOM International Conference, UAE, 2015)
  • Improved Trust prediction in business environments by adaptive neuro fuzzy inference system (International Conference on Sciences, UAE, 2015)

Certificates

  • Complete Python Bootcamp - Jan 2020
  • Data Science Methodology - IBM, March 2020
  • Python for Data Science and AI - IBM, April 2020
  • Intermediate Data Visualization with ggplot2 - DataCamp, July 2021

Timeline

Data Scientist

ProcessMiner Inc.
01.2023 - Current

Data Science Intern

ProcessMiner Inc.
10.2022 - 01.2023

Data Science Co-op

Retail Business Services
01.2022 - 06.2022

Assistant Teacher and Assistant Director of Operations

Montessori Scholars Academy
05.2018 - 03.2020

Process Improvement Consultant

Ariana Consulting
09.2005 - 09.2007

M.S. in Data Analytics -

Georgia Institute of Technology

M.S. in Industrial Engineering - undefined

University of Tehran

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