Career
6 Years of Experience
Experience
June 2025 - Sept 2025
Senior Visiting Fellow
ORF-ME- Engineered an "AI-Impact Index"to quantify AI-driven job augmentation and disruption, providing the UAE Department of Human Resources with a diagnostics tool for national workforce and economic planning.
- Developed a scalable data pipelineto extract and classify job tasks and skills, applying the ILO-ISCO-08 standard to enable comparative analysis across diverse countries and economic sectors.
- Spearheaded the data analysis for the tri-national "Future of Jobs" report(UAE, Egypt, India), leveraging Large Language Models (LLMs) to process and structure a quarterly stream of 500,000+ unstructured online job postings at scale.
Sept 2024 - Present
Head of Decision Science
ProfitOPS- Led technical efforts that enabled the company to secure contracts with Fortune 500 clients in supply chain and logistics, driving end-to-end solution delivery—from model development and validation to client presentations and iterative improvement.
- Developed advanced Root Cause Analysis algorithms to uncover drivers of operational inefficiency and optimize performance across large-scale industrial systems.
- Built ProRCA, a Python package for causal analysis and intervention modeling, supporting data-driven decision-making across multiple business domains.
- Designed and implemented causal simulation methodologies that achieved measurable reductions in paper production waste and warehouse downtime.
- Partnered with the engineering team to integrate causal analysis and simulation capabilities into the company’s platform, enabling scalable, enterprise-level deployment.
Jan 2023 - Present
Head of Data Analytics
ECES- Directed a multidisciplinary team of 10 economists and AI engineers, pioneering the application of Gen-AI and Causal Machine Learning (CausalML) to national economic challenges.
- Led flagship research projects funded by international partners like USAID, focused on quantifying the impact of trade policy and streamlining national trade procedures, producing 30% reduction on total release time.
- Developed novel quantitative modelsto analyze the socioeconomic impact of AI on the Egyptian labor market, producing foundational research that now informs national workforce strategy.
- Served as the primary technical liaison for the World Economic Forum (WEF) and the World Bank, translating complex research into actionable policy for senior stakeholders.
Sept 2017 - Dec 2022
Economist
ECES- Authored over 100 economic reports and policy analyses, providing timely insights on national economic developments to high-level government and business stakeholders.
- Published 10 research papers and a key policy brief on diverse topics including the impact of COVID-19 on critical sectors (agriculture, population growth, informal economy), manufacturing policy, international trade, taxation, and labor market dynamics.
Technical Skills
Economic Research
95%
Causal Inference
90%
Statistical Analysis
80%
Bayesian Statistics
80%
Data Cleaning
90%
Data Visualization
98%
Data Storytelling
95%
Report Writing
95%
Tools
Pandas
95%
Numpy
80%
Matplotlib
95%
Seaborn
95%
Scikit Learn
90%
DoWhy
95%
EconML
90%
Excel
95%
Tableau
90%
