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ZyadHusseini/README.md

Zyad Husseini

Data analyst, economist and entrepreneur working between France and Egypt.

I build things that turn messy operational data into decisions — Power BI and SQL for logistics and finance operations, econometrics and machine learning for research, and a handful of ventures across technology, marketing and logistics.

Also written Ziad Husseini, Zeyad Husseini or Ziyad Husseini — romanising an Arabic name has no single standard. Academic work is filed under Zyad Mohamed Mahmoud Reda Husseini.


Education

  • MSc Data Analytics for Business — Kedge Business School, Bordeaux, France (Sep 2025 – Apr 2027)
  • BA Econometrics & Quantitative Economics — The American University in Cairo, Egypt (Jan 2021 – May 2025) Minors in Business Administration and Computer Science · Dean's List

Research

Predicting In-Game Spending Behaviour Using Machine Learning — MSc thesis, Kedge Business School, supervised by Dr. Tianyuan Zhang. Five public datasets, 50,000+ players and 52,000 games. Thirteen classifiers all performed at chance (ROC AUC 0.48–0.52) — but the same pipeline hit 0.95 ROC AUC on genuine game-level catalogues, showing the signal is missing from the data rather than from the phenomenon. Revenue Gini of 0.87, with the top 1% of payers generating 39% of revenue. → Read the thesis

The Impact of Renewable Energy Adoption on Economic Growth — econometrics paper, Department of Economics, The American University in Cairo, supervised by Dr. Mina Ayad. Panel of 7 countries, 1990–2023, 238 country-year observations. Under 2SLS, a one-unit rise in the renewable share is associated with a 1.44pp reduction in GDP per capita growth (p = 0.029) — a short-run result that argues for sequencing the energy transition, not slowing it. → Paper · Stata do-file · Dataset

Selected work

Project What it is
L'Oréal Hackathon — Sustainable Skin-Condition Classification Multi-label NLP over 6,240 products, scored on CO₂ and model size as well as F1. A TF-IDF/LightGBM pipeline reached 93% of a fine-tuned Longformer's performance for ~1/2,000th of the carbon. Presented at L'Oréal HQ in Paris. Five-person team.
Sparse SVD Recommender System Truncated SVD with BM25-weighted interactions for top-N recommendations.
Spotify Family Playlist Reconstruction Reconstructing lost multi-user playlists and designing a family-account recommender.
US Maritime Dependency & Trade Vulnerability Tableau analysis of transport reliance and global trade risk exposure.
BNP Paribas × CGI Loan Advisory Lab AI-to-AI conversations testing how demographics respond to loan products.
Careerzo — Job Application Tracker Career-tracking and opportunity-matching platform for students and graduates.
Shelly — Chatbot & Pet Game Gamified conversational AI raising awareness for SDG 14 (Life Below Water).

Experience

Current — Chief Executive Officer at PNM Agency · Data Analyst at Pack 'N' Move Logistics Egypt · Co-Founder at Matgarak · Co-Founder at NAVI

Previously — Interim CMO at RESET EGY · Business Development at Pathway Commercial Finance (Scotland) · AI Product Development at Brayn Solutions · AI Automation at bub AI · Business Intelligence Analyst at EFG Holding · EPMO & Financial Analyst at Arcorp · BI Analyst at London Cab Egypt · Student Assistant at The American University in Cairo

Toolkit

Power BI DAX Python SQL STATA R C++ PyTorch LightGBM scikit-learn Tableau · econometrics · business intelligence · financial analysis · market research

Beyond the data

Competes in Tekken as ELECTRO_SMG (Victor) in the Tekken Egyptian League on the Tekken World Tour MEA circuit — 7th at a Tekken Dojo event, qualifying for the next tournament. Formerly a professional basketball player with El Haras El Gomhory, and twelve years competing in FIFA and Call of Duty with Reading Ravens Esports.


Find me

Website · zyadhusseini.com LinkedIn · linkedin.com/in/zyadmhr Linktree · linktr.ee/zyadmhrhusseini Email · zyadmhrhusseini@aucegypt.edu · zmr@pnmico.com

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