Executive Program in Leading Green Growth: Economic Strategies for a Low-Carbon World. Delivered case study on Morocco's green industrial diversification.
Master's in Probabilities and Finance. Thesis: Modeled illiquidity shocks in sovereign bond markets using Hawkes processes.
Engineering Degree - Polytechnicien Program. Thesis: Designed back-to-back hedging framework using clustering and decision tree methods.
October 2025 - Present
July 2023 - October 2025



Collaborated with Harvard Growth Lab researchers to adapt economic complexity tools to the Moroccan industrial context. Provided policy insights for Morocco's national diversification strategy.
Modeled drought clustering dynamics across Morocco and Mediterranean countries using Hawkes processes, benchmarked against machine learning and econometric baselines.
Contributed to regional studies on commodity auction design and agricultural investment opportunities in Africa. Designed intelligent expert search tools.
Managed algorithmic trading for government bonds, executed hedging strategies, and led coordination with quants to develop real-time pricing tools. Designed trading strategies for emerging market bonds using auction-cycle dynamics.
Designed back-to-back hedging strategies using combinatorial optimization. Conducted risk analysis with PCA and machine learning. Enhanced analytics library with Python-based functions.
Participated in international negotiations focused on green growth and sustainable development policy.
Received training on global environmental governance, COP frameworks, and negotiation mechanics.
Python (NumPy, Pandas, Scikit-learn, Tick, Pytorch), R, SQL, Git
Machine Learning, Agent-Based Modeling, Optimization, Time Series Analysis, Hawkes Processes
French, Arabic (bilingual); English (fluent)

Awarded for ranking among the top 10 in the national entrance examination
Mentored students for International Mathematical Olympiad

Strategic leader with a robust academic background from École Polytechnique and Harvard Kennedy School. Currently spearheading the AI Transformation Program at OCP - SPS, driving large-scale AI initiatives across manufacturing and specialty products. Proven expertise in quantitative finance and industrial policy, now focused on leading AI-driven innovation.