Resume
Education
2024 - Present
MIT
Master's in Business Analytics (Data Science) - Operations Research Center
Boston, MA
Current Courses (Fall 24'): Deep Learning, Machine Learning, Advanced Analytics, Optimization Methods, Analytics Lab.
2021 - 2023
Northeastern University
Bachelor of Science in Mechanical Engineering
Boston, MA
GPA: 3.92 / 4.00
Awards: Summa Cum Laude (5%), Dean's Honors List, Achievement Award Scholarship (10%), Capstone Excellence Award (1/25).
Professional Experience
Fall 2024
Wayfair
Machine Learning Scientist
Boston, MA
Designing Transformer multimodal architecture to develop an Image Quality Assessment model for customer review pictures accounting for item context using Pytorch.
2024
JESR.io
Machine Learning Scientist
Co-founder
Boston, MA
Built community detection model to find community clusters in investor networks and developed recommender system using GNNs.
Spring 2024
MPR Associates
Nuclear Engineer
Alexandria, Virginia
Evaluated neutron transport and radiation levels in reactor site using Monte Carlo N-Particle code. Designed data system and app for nuclear tank inspections with context retrieval architecture and LLM.
Fall 2022
L.E.K. Consulting
Analyst
Boston, MA
Automated data preprocessing saving 60+ hours of manual work and applied regression to support strategic recommendations and increase market access by 40%.
Projects
Fall 2023
Directed Assembly of Particles & Suspensions lab (DAPS)
Northeastern University
Prof. Randall Erb
Boston, MA
Designed, built, and developed a device for in-plane thermal conductivity measurement of novel materials using the Angstrom method’s mathematical sine wave approximation achieving 97% test accuracy in measurements with integrated systems.
Fall 2023
Capstone Project
Implemented predictive models using hybrid Machine Learning combining LMs and gradient boosting to forecast employee turnover.
Libraries and Frameworks
Pytorch
Pandas
Keras
Numpy
Gurobi
sklearn
Programming Languages
Python
MATLAB
SQL
R
Languages
English (proficient)
French (proficient)
Arabic (proficient)
C++
Git