rehab reda
@rehabreda
Data Scientist with expertise in predictive modeling and analytics.
What I'm looking for
I am a dedicated Data Scientist with extensive experience in predictive modeling, data analysis, and machine learning. Currently, I work as a Data Scientist Consultant at Data Science Middle East LLC, where I have successfully conducted risk assessments and implemented advanced decision-making models for various clients, including ZATCA and GAK QATAR. My work has led to significant improvements in operational efficiency and a notable reduction in false positive alerts in anti-money laundering solutions.
Previously, I contributed to Omantel's customer retention strategies by developing a robust churn prediction model that enhanced prediction accuracy significantly. My experience also includes working with the Ministry of Communications and Information Technology in Egypt, where I utilized SAP Data Intelligence to create predictive models for real estate asset pricing. I am passionate about leveraging data to drive strategic decisions and improve business outcomes.
Experience
Work history, roles, and key accomplishments
Data Scientist Consultant
Data Science Middle East LLC
Jan 2022 - Present (3 years 4 months)
As a Data Scientist Consultant, I conducted risk assessments to identify vulnerabilities in customs processes and established business rules for automating decision-making. I implemented clustering models for customer segmentation and crafted scenarios for anti-money laundering detection, significantly reducing false positive alerts.
Data Scientist
Ministry of Communications and Information Technology
Aug 2020 - Jan 2022 (1 year 5 months)
In this role, I predicted real estate asset prices using data from various sources and developed predictive models with SAP Data Intelligence. I also created interactive Power BI dashboards to support strategic decision-making in the real estate sector.
Data Scientist
Omantel
Aug 2020 - Jan 2022 (1 year 5 months)
At Omantel, I implemented predictive models for churn prediction and developed an aggregated dataset for data analysis. I utilized SAP Machine Learning tools to enhance prediction accuracy and automated descriptive models to identify recharge behavior patterns.
Data Scientist
Phoenix Consulting
Aug 2020 - Jan 2022 (1 year 5 months)
I enhanced data loading efficiency into SAP HANA and developed calculation views to improve processing times. My work included implementing interactive dashboards in Power BI to provide actionable insights for stakeholders.
Python Developer
M06
Jan 2019 - Jan 2020 (1 year)
As a Python Developer, I developed Django APIs for machine learning model deployment and automated social media tasks using Selenium. I also implemented text extraction from images and created image embeddings for retrieval.
Education
Degrees, certifications, and relevant coursework
Tanta University
Bachelor of Computer Engineering, Computer Engineering
2015 - 2019
Graduated with a Bachelor of Computer Engineering. The graduation project focused on developing a Health Care Assistant using Deep Learning techniques, showcasing the application of advanced technologies in healthcare.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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