Ayah Arfali
@ayaharfali
Business Data Analyst transforming data into actionable insights for strategic decision-making.
What I'm looking for
I’m a Business Data Analyst with international experience developing data solutions to drive business insights and efficiency across KSA and USA. I hold a Bachelor in Communication and Information Engineering (graduated June 2019) and build analytics that turn complexity into clear, usable decisions.
In my recent role at Webook, I analyze business operations and optimize processes, then deliver real-time monitoring through dashboards and reports built with ClickHouse SQL and Apache Superset. Previously at Master Works (outsourced to a bank), I developed predictive models and advanced analytics by leveraging Python (Pandas, NumPy, Scikit-learn), MS SQL Server, and Informatica PowerCenter for machine learning pipelines.
I’ve also worked as a Data Specialist at Alkhorayef Group, creating data mapping documents, implementing data quality controls, and supporting Power BI dashboards. Earlier, as a Data Scientist / Product Manager at hear.com in the United States, I worked with cross-functional squads delivering AI/ML algorithms and collaborating with data science teams to power customer experiences and data products.
Experience
Work history, roles, and key accomplishments
Data Analyst
Webook
Nov 2025 - Present (8 months)
Analyzed business operations to optimize processes and establish relationships with new potential clients. Built ClickHouse SQL and Apache Superset dashboards and reports for real-time business monitoring.
Data Analyst
Master Works
May 2023 - Jun 2025 (2 years 1 month)
Developed predictive models and advanced analytics solutions to support data-driven decision-making. Used Python, MS SQL Server, and Informatica PowerCenter to prepare, transform, and integrate datasets for machine learning pipelines and created production-ready predictive workflows and visualizations.
Data Specialist
Alkhorayef Group
Jan 2023 - May 2023 (4 months)
Collaborated with stakeholders to understand data requirements and create source-to-target data mapping documents. Implemented data quality control measures and performed data analysis to support Power BI dashboards and insights.
Data Scientist / Product Manager
hear.com
Dec 2020 - Oct 2021 (10 months)
Organized datasets and cleaned/restructured attributes for analysis. Managed cross-functional product management squads delivering AI/ML algorithms and collaborated with data scientists on consumer data science teams.
Education
Degrees, certifications, and relevant coursework
Mansoura University
Bachelor's of Communication and Information Engineering, Communication and Information Engineering
2014 - 2019
Grade: GPA 3.27/4
Bachelor in Communication and Information Engineering at Mansoura University (2014–2019), graduating in June 2019.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Social media
Job categories
Skills
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