
Abdullah Ahmed
Turning Complex Data into Actionable Business Insights ML , BI Expert
Skills

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Portfolio
Work experience
Self-Employed / Freelancer
Self-employed • 2 mos
Independent Data Science Consultant
Jun 2026 - Jul 2026 • 1 mo
Built and delivered an end-to-end AI analytics platform for the UAE real estate market as an independent consultant. Key achievements: - Analyzed 17,042+ property listings across 8 emirates via an automated Python ETL pipeline into PostgreSQL (Supabase). - Trained an XGBoost regression model reaching 99.5% prediction accuracy (R2 = 0.9950, MAPE 3.0%). - Applied SHAP explainability to prove location drives 84% of property value. - Delivered an interactive Streamlit dashboard with 6 modules, deployed live with real-time database connection. - Identified 4 buyer personas using K-Means clustering + PCA for targeted marketing strategies.
Independent BI Consultant
Apr 2026 - May 2026 • 1 mo
Built and delivered an end-to-end AI analytics platform for the UAE real estate market as an independent consultant. Key achievements: - Analyzed 17,042+ property listings across 8 emirates via an automated Python ETL pipeline into PostgreSQL (Supabase). - Trained an XGBoost regression model reaching 99.5% prediction accuracy (R2 = 0.9950, MAPE 3.0%). - Applied SHAP explainability to prove location drives 84% of property value. - Delivered an interactive Streamlit dashboard with 6 modules, deployed live with real-time database connection. - Identified 4 buyer personas using K-Means clustering + PCA for targeted marketing strategies.