Data scientist with lifelong passion in statistics, mathematics and modelling. With 10+ years of professional working experience in various domains and industries like telecommunications, transportation, logistics and supply chain. MBA holder and MSc thesis in progress.
Overview
14
14
years of professional experience
Work History
Director of Data Science, Engineering & Analytics
Breadfast
02.2023 - Current
Leading the data department including data platform, data engineering, data science and analytics teams.
Working with all business stakeholders and company executives to transform business objectives and company OKRs into data strategy that will help the company achieve target OKRs by building innovative data products, data models and data driven solutions to business challenges.
Head of Data Science & Analytics
Breadfast
05.2021 - 02.2023
Managed a team of 10+ data specialized engineers in the areas of data engineering, data science and data analytics, overseeing hiring, training, and professional growth of employees.
Leading data engineering, data science and business intelligence functions.
Building scalable data architecture to support business growth and strategic data projects.
Leading data science and analytics strategy focusing on building predictive models that solve the most urgent business problems in supply chain, logistics, operations and ecommerce.
Enforcing data culture and transforming data into the most appropriate way to facilitate decision making across all business functions to empower them take data driven business decisions.
Developed demand forecasting AI solution using time series predictive model that in order to reduce waste and enhance stock availability.
Developed fraud detection engine.
Data Science Senior Lead
Vodafone Group
10.2020 - 05.2021
Lead a local team of 15 data scientists, data engineers and data governance engineers.
Worked as part of Vodafone group networks engineering department to deliver AI and data driven solutions to enhance network performance, detect network problems and recommend enhancement actions.
Supported the company strategy to transform into smarter networks by adopting AI and machine learning.
Senior Data Scientist
Halan for Technology & Services
03.2020 - 10.2020
Supported company growth through development of various predictive & descriptive statistical models targeting business growth KPIs like customer retention, customer experience, customer profiling and customer churn.
Supported marketing teams with LTV to CAC analytics for various acquisition channels.
Developed customer churn prediction model and achieved 80% detection of churners.
Worked on the operational reports of Halan's Fin-tech arm and developed its logic.
Studied customer transactional, behavioral and demographic data to better predict customer value and enhance targeting and acquisition activities.
Data Scientist
Vodafone Egypt
11.2018 - 03.2020
Supported company digital transformation strategy implementation through the use of data science and AI to enhance customer engagement and enabling data driven decision making.
Leveraged big data tools like Hadoop FS, PySpark, Hive and Impala to perform data preprocessing, preparation and modelling.
Worked as a part of the COE team serving the whole company predictive use cases.
Worked on the development of customer recharge predictive model.
Developed employee attrition predictive model.
Technical Solution Architect
_VOIS
11.2014 - 11.2018
Delivered 10+ projects & services for multiple mobile operators across 5+ countries.
Designed technical solutions delivered to Vodafone UK, Vodafone Qatar, Vodafone Italy and Vodafone Ghana.
Senior Engineer, Radio Access Network
Etisalat Egypt
06.2010 - 11.2014
Coverage and Capacity dimensioning for 2G/3G networks
Indoor design for mega projects
Solving network issues and optimize performance
Teaching and Research Assistant
German University in Cairo
09.2009 - 06.2010
Teaching and Research Focus:
Probability and Statistics.
Modelling and Simulation.
Queuing Theory.
Linear and Non-Linear Optimization.
Stochastic Process and Markov Chains.
Education
Master of Science - Informatics & Data Science
Nile University
Cairo
07.2023
MBA - Marketing & Management Control
German University in Cairo
Cairo
01.2021
Professional Diploma - Big Data & Data Science
Nile University
Cairo
12.2019
Bachelor of Science - Information Engineering & Technology
German University in Cairo
Cairo
07.2009
Skills
Python
Spark
Scala
SQL
Git
DBT
Machine Learning
Deep Learning
Time-series Forecasting
A/B Testing
Accomplishments
AWS Machine Learning Specialty
EPITA/ITI Certified AI Trainer
Lean Six Sigma Green Belt
Several data science courses in Udacity, Coursera & Udemy
Timeline
Director of Data Science, Engineering & Analytics
Breadfast
02.2023 - Current
Head of Data Science & Analytics
Breadfast
05.2021 - 02.2023
Data Science Senior Lead
Vodafone Group
10.2020 - 05.2021
Senior Data Scientist
Halan for Technology & Services
03.2020 - 10.2020
Data Scientist
Vodafone Egypt
11.2018 - 03.2020
Technical Solution Architect
_VOIS
11.2014 - 11.2018
Senior Engineer, Radio Access Network
Etisalat Egypt
06.2010 - 11.2014
Teaching and Research Assistant
German University in Cairo
09.2009 - 06.2010
Master of Science - Informatics & Data Science
Nile University
MBA - Marketing & Management Control
German University in Cairo
Professional Diploma - Big Data & Data Science
Nile University
Bachelor of Science - Information Engineering & Technology
German University in Cairo
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