Mohammad J. Meregan

About Mohammad J. Meregan

A highly skilled Data Scientist with more than 6 years of experience in research and providing business problem solutions applying economics techniques and machine learning models. Demonstrated excellence in organizing and structuring large data sets to ensure statistical accuracy that remarkably improve decision-making capabilities.

Experience

1. Data Scientist

   EMPLOYERS

   Jan 2022 — Present · Austin, TX, US

   Developed a forecasting model and analyzed the outcomes, employing SARIMAX, XGboost, and LSTM to predict the pick-up rate using macroeconomic factors, resulting in a higher accuracy rate and considerable efficiency improvements. • Created Statistical Process Control (SPC) Charts to monitor inbound API traffics and alert if there\'s an anomaly using Tableau, resulting in increasing efficiency by 8%. • Applied BG-NBD and Gamma-Gamma Model to calculate and predicate customer lifetime value (CLV) using python\'s lifetime value package and XGBoost, resulting in decreasing customer acquisition cost by 6%. • Designed a model to estimate how internal and external factors affect the company conversion ratio for some specific U.S. states. • Applied Segmentation, Targeting, and Positioning (STP) and LTV prediction to develop marketing strategies.

Education

• University of Tehran

  Master of Arts - MA, Financial Management

  2011 — 2013

• Islamic Azad University,Science And Research Branch

  Bachelor of Applied Science - BASc, Mechanical Engineering

• Florida International University

  Doctor of Philosophy (Ph.D.), Economics

  2016 — 2021