Mohamad Doughan Email & Phone Number

Dubai, AE

Dubai, United Arab Emirates

Paris, Ile-de-France, France

• Notable Projects:Passenger Churn Rate in American Airlines
• Developed Regression and Classification Models (e.g. Logistic, XGBoost) that predict passenger churn rate with an accuracy reaching ~95%
• Redefined the airline’s value proposition by highlighting key travel features (e.g. Seat Pitch, Entertainment) that affect passenger satisfactionSpotify 'Hit/Flop' Predictor
• Developed a Random Forest Classification Model that predicts the success of post-millennium songs with ~82% accuracy
• Proposed a new approach to Spotify’s licensing strategy by identifying top 5 sonic features (e.g. Tempo) that help predict a song’s successFlagship Healthcare Program in India
• Developed an OLS Linear Regression Model that forecasts future value of insurance claims for a proposed healthcare program in India

Beirut District, Lebanon

• Projects: Salvatore Ferragamo & Chanel Main Boutique Stores, Riviera Residence Complex
• Led the project execution and ensured all deliverables met client requirements and specifications
• Developed work breakdown structures to detail project scope and schedules using Primavera software
• Defined KPIs to monitor the project's operational and financial performance (e.g. Earned Value Method)
• Facilitated routine stakeholder meetings to ensure proper alignment and adherence to project targets
• Reduced construction cycle time by >20% and cost by >10% by standardizing and streamlining processes

Beirut

• Projects: Abraj Kudai (Saudi Arabia), Al Maktoum International Airport (Dubai), Algerian Presidential Palace (Algeria), New Orbital Highway & Truck Route (Qatar), Obhur Creek Bridge (Saudi Arabia)
• Prepared design proposals, feasibility studies, and tenders for 10 mega-projects in the MENA region
• Designed complex structures and issued design drawings, calculation notes, specifications, and BoQs
• Coordinated with cross-functional departments (e.g. Architecture, MEP, etc.) to ensure an integrated design output
• Reduced design time by ~15% by developing dynamic excel models which streamlined design iterations
• Reduced cost by ~13% by applying value engineering and lean design (e.g. efficient material and systems)

United Arab Emirates

Bachelor'S Degree, Civil And Environmental Engineering

Activities and Societies: Member of Youth Club, Member of Civil Engineering Society (CES), Member of Amercian Society of Civil Engineers.

Full-Time Data Analytics Bootcamp

• Technical and Data Analysis Skills: Command Line, Git, Python, MySQL, Statistical Analysis, Pandas, Jupyter Notebook • Advanced Python.

Lebanese Baccalaureate, General Sciences

Activities and Societies: IC Basketball Varsity team • Ranked among the top 10 percentile of all IC graduating students