
Germeen Gehad Elmghlawy
Teaching Assistant at University of Beni Suef, Department of Statistics
New Cairo, Cairo, EgyptWork Experience
Teaching AssistantFull Time
University of Beni Suef, Department of Statistics
Jan 2024 - Present -1 yr, 6 months
Egypt , Beni Suef
- Job Details:- StatisticsTaught and assisted in courses such as Multivariate Analysis, Regression, Time-Series, Probability, Descriptive &Predictive Statistics, integrating real-world data science applications. - Applied python for statistical modelling and data visualisation, mentoring students in hands-on data science projects. - Developed curriculum materials incorporating machine learning and AI-driven analytics. - Received high student evaluations for effective teaching and guidance in statistical computing. - Provided mentorship on research projects involving big data, inferential statistics, and deep learning
Data ScientistFull Time
Corelia Company, Egypt (Franchise of Corelia, France)
Mar 2023 - Apr 2024 -1 yr, 1 month
- Job Details:- Developed and deployed machine learning and deep learning models, improving prediction accuracy by 20% in real-worldapplications. - Optimized data processing pipelines, reducing processing time by 30% and enhancing model efficiency. - Implemented advanced data preprocessing techniques, leading to cleaner datasets and improved model performance. - Designed and delivered end-to-end machine learning solutions, successfully addressing complex business challenges. - Collaborated with cross-functional teams, ensuring alignment between data-driven insights and project objectives. - Utilized Python for data manipulation and analysis, enhancing workflow automation and efficiency. - Presented technical findings to stakeholders, driving strategic decisions through data-driven
Freelance Data Scientist and Data AnalystFreelance / Project
Remote / Self-Employed
Jul 2022 - Present -3 yrs
Egypt
- Job Details:- Developed machine learning models to analyze political relations and predict student success, providing valuableinsights for clients. - Created predictive models using Python and SQL, helping clients in marketing, finance, and healthcare make data-driven decisions. - Built interactive dashboards with Power BI, Tableau, and Python, enabling clients to visualize key business metrics. - Collaborated with clients to provide tailored data analysis solutions, driving growth and improving operationalstrategies
Business Intelligence (BI) EmployeeFull Time
Claro
Jul 2021 - Mar 2023 -1 yr, 8 months
Egypt , Cairo
- Job Details:-Developed and managed employee placement databases using data science methodologies. - Created a classification model to align employees with suitable departments, optimizing workforce efficiency. - Analyzed marketing data to drive strategic decision-making and enhance customer engagement. - Created monthly dashboards to evaluate company performance and provide actionable insights. - Utilized data analytics tools to identify trends and optimize marketing campaigns. - Combined HR and marketing insights to improve cross-functional collaboration and overall company performance. - Proposed and implemented cost-effective data-driven workforce management solutions, reducing operational
Education
MSc in data science
Cairo University (CU)Jan 2024 - Jan 2025 - 1 Year
BSc in statitics
Beni Suef University (BSU)Jan 2017 - Jan 2021 - 4 yr
Skills
- Programming Language
- Statistical Analysis
- Version Control:
- Data preprocessing
- Machine Learning
- Data Analysis
- AI
- Data visualization
- Artificial Intelligence (AI)
- Python
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Languages
Arabic
FluentEnglish
Intermediate
Training & Certifications
Trainee, Bank Masr, Online training, 2020
Bank masr·2020Trainee, Central agency For Public Mobilization and statistics , summer training , 2019
Central agency For Public Mobilization and statistics·2019Trainee, Nasser Military academy , Trainee, Nasser Military academy , National defense College, National Strategy and Security Course,2019 : Course,2019 :
Nasser Military academy·2019