Experience
Experience
Optiver, Quantitative Researcher Intern
June 2025 - August 2025
1.275 Business and Operations Analytics
Spring 2025
Core course of MIT Supply Chain Management & Leaders for Global Operations Master program. 30 students enrolled, conducting a full lecture session on LLM, assisted with course through office hours, grading, and logistical support.
6.431x Probability: the Science of Uncertainty and Data
Fall 2024
MITx Micromasters Online Professional Program core course; 400+ enrolled; 2000+ audited. Provided students with a systematic, probability-theoretic foundation for data analysis tools.
6.419x Data Analysis: Statistical Modeling and Computation in Applications
Summer 2024
MITx Micromasters Online Professional Program core course; 100+ enrolled; 1000+ audited. Introduced comprehensive statistical and computational tools for data analysis. Led three NGO projects to encourage students to apply learned techniques to real-life scenarios.
Schneider Electric, “A Unified View of Demand”.
Fall 2023 - Spring 2024
Developed advanced time-series models incorporating macroeconomic indicators and COVID-19 impact indices to forecast demand for two major product lines (~60 products). Increased prediction accuracy by 4% post-COVID-19 and 8% during the pandemic, supporting strategic decision-making and enhancing supply chain efficiency.
B.TECH, “Contextual Demand Forecasting & Pricing”.
Spring 2023
Designed an end-to-end pipeline for B.TECH, a leading Egyptian retailer, to automate demand forecasting and price optimization for consumer electronics. Applied the separable model framework to effectively mitigate small data issues, leading to more informed pricing strategies and operational efficiency.