Summary
Overview
Work History
Education
Skills
Timeline
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Aman Hafez

North York,ON

Summary

Machine learning Engineer with a background in Computer Science and Astrophysics adept at collecting, interpreting, and analyzing large data sets, developing new forecasting models, and performing data management tasks. Strong model development skills with statistical analysis, time-series analysis, optimization, and predictive models - regression, classification, statistical, and deep learning.

Overview

9
9
years of professional experience

Work History

Undergraduate Research Assistant

York University
01.2020 - 09.2023
  • RAY program for undergraduates with Professor Adam Muzzin and Dr. Leo Alcorn in galaxy evolution and galaxy cluster kinematics.
  • Using GOGREEN photometric data and FAST++ stellar population modeling in python
  • Looked closely at an unusual galaxy within SpARCS 1613 cluster
  • with Astropy and other data modeling packages, I Analyzed the star formation history and cluster dynamics that influence this unusual over consumption process of a galaxy as it interacts with its host cluster gravitational potential and intra-cluster gas, rapidly shutting off the star-formation via environmental quenching.
  • Second authored the paper and submitted to

Astrophysical Journal Letters.

Research Assistant

University of Victoria
01.2020 - 03.2023
  • Worked closely with with Dr Hossen Teimoorinia at NRC Herzberg Astronomy and Astrophysics Research Centre and University of Victoria and Dr Jillian Scudder at Oberlin College.
  • In charge of handling and predicting missing data.
  • Used ANN based calibrations to predict the emission lines in galaxies which used for metallicities using MaNGA data.
  • Second authored the paper and submitted to

Astrophysical Journal Letters.

Web designer

Youvic Group
01.2017 - 01.2020
  • Designed and developed a web-based immigration form, significantly improving immigration process and filing efficiency using PHP, JavaScript, SQL, and HTML
  • Established an interactive and dynamic website that guarantees high traffic, page views, and maximum user experience, generating 45% increase in the company’s revenue.


Undergraduate Research Assistant

Lebanese American University
01.2015 - 01.2016
  • Recorded data and maintained source documentation following good documentation practices.
  • Developed more efficient methods in python to study and analyze the comet data sample that was observed using PTF survey.
  • Planned, modified and executed research techniques, procedures and tests.

Education

Bachelor of Science - Computer Science

Lebanese American University
Beirut, Lebanon

Bachelor of Science - Physics And Astronomy

York University
Toronto, ON

Certificate - Data Science Bootcamp

General Assembly
Toronto, ON

Skills

  • Python
  • Machine Learning
  • TensorFlow
  • Computer Vision
  • C
  • SQL/MySQL

Timeline

Undergraduate Research Assistant

York University
01.2020 - 09.2023

Research Assistant

University of Victoria
01.2020 - 03.2023

Web designer

Youvic Group
01.2017 - 01.2020

Undergraduate Research Assistant

Lebanese American University
01.2015 - 01.2016

Bachelor of Science - Computer Science

Lebanese American University

Bachelor of Science - Physics And Astronomy

York University

Certificate - Data Science Bootcamp

General Assembly
Aman Hafez