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Work Background
Crowd AnalyzerData Science Manager
Sep. 2025Cairo, Egypt
Crowd AnalyzerLead Data Scientist
Jan. 2024 - Sep. 2025Cairo, Egypt- Founded and led a new 3-engineer Machine Learning team, setting the technical direction for AI engine development and guiding the team's work on a strategic product roadmap. - Pioneered and delivered a market-first "Talk With Your Data" Gen AI feature leveraging an Agentic RAG pipeline, enabling advanced conversational data exploration for clients and yielding strategic insights into client interests via query pattern analysis. - Engineered and deployed robust MLOps pipelines for AI model monitoring and continuous training, significantly enhancing model adaptability and reliability, leading to increased client trust in AI-driven insights. - Led the design and implementation of an innovative AI workflow automating multi-modal data extraction and classification (video, image, audio, text), achieving an 80% reduction in operational costs and a 98% decrease in manual data processing time while handling thousands of daily data points. - Introduced a novel Aspect-Based Sentiment Analysis (ABSA) engine, creating a key competitive differentiator positively received by enterprise clients (agencies, government entities). - Developed and implemented a sophisticated campaign pricing model using predictive analytics for influencer marketing, optimizing campaign spend and providing transparency for campaigns valued from thousands to hundreds of thousands SAR.
Crowd AnalyzerSenior Data Scientist
Mar. 2023 - Dec. 2023Cairo, Egypt- Designed and launched interactive B2B dashboards for Platraw, providing real-time monitoring of critical Sales, Operations, and Commercial KPIs (e.g., delivery success rates, profit margins, average delivery times, Gross Merchandise Value (GMV) per order, monthly GMV trends) to support data-driven decision-making regarding promotional impact and operational performance. - Conducted in-depth Market Basket Analysis to identify product affinities and purchasing patterns, delivering actionable insights for product recommendation systems and customer segmentation strategies.
CassbanaSenior Data Scientist
Jun. 2022 - Jan. 2023Cairo, Egypt• Key contributor to the credit risk team, developing machine learning-based credit scoring models. • Achieved a 1% reduction in loan default rates, boosting portfolio profitability. • Supported financial inclusion initiatives for underserved merchants, aligning with company goals.
CapiterSenior Data Scientist
Dec. 2021 - May. 2022Cairo, Egypt• Developed and implemented advanced models for delivery dispatch optimization, enhancing operational efficiency. • Optimized routing algorithms, achieving a 13% increase in vehicle volume and weight utilization. • Contributed to profitability improvements of a rented vehicle fleet by maximizing GMV per trip.
Crowd AnalyzerData Scientist
Oct. 2016 - Dec. 2017Cairo Governorate, EgyptI was responsible for creating and enhancing Algorithms for Sentiment Analysis, Gender Detection, Location Detection and Dialect Detection on Unstructured data from Social Media. Also, worked with problems related to Time Series Analysis.
Crowd AnalyzerIntern Data Scientist
May. 2016 - Sep. 2016Cairo Governorate, Egypt
Schnieder ElectricProject Application Engineer 2
Jun. 2011 - Aug. 2015EgyptWorked in multiple projects inside and outside Egypt (Singapore, China, Saudi Arabia, Qatar , UAE) with multi-cultural teams. I was involved in the process of delivering Emergency Shutdown automation systems for industries like Oil and Gas and Nuclear Power Generation.
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