Data Scientist & AI Engineer
5 years delivering end-to-end AI, LLMs, NLP, forecasting, and data engineering. I work directly with technical and non-technical stakeholders to turn complex data into decisions that drive real business outcomes.
About
I'm Esraa, a Data Scientist & AI Engineer with a B.Sc. in Computer Science, I have 5 years of experience delivering end-to-end AI and ML systems across NLP, LLMs, forecasting, and data engineering. I specialize in systems that scale in production.
What sets me apart is sitting comfortably on both sides of the table. I've architected solutions with stakeholders and leads, and I've presented results to operations managers. This means faster project discovery and technical specs that actually align with your quarterly goals.
Projects
Built a production bilingual (Arabic/English) RAG system. Improved accuracy from 81% → 95% and automated 87% of daily support queries, cutting agent load and response times.
Developed an end-to-end time series forecasting system for month-over-month user growth, achieving 4.6% MAPE using feature engineering and XGBoost model.
Segmented a large customer base using KMeans + PCA across behavioral, geographic, and engagement dimensions, enabling the marketing team to run targeted campaigns for each group for the first time.
Designed and built an automated data pipeline and dashboard to measure performance, queue times, response rates, and satisfaction scores that gave leadership real visibility into daily operations.
Developed and launched an AI-powered web app to help tourists plan their vacations, provide real-time event updates, and support solutions for complaints. Improved the accuracy of Arabic data to 86%.
Services
Tech Stack
Recognition
Contact
Whether you need an AI system built from scratch, a bilingual NLP solution, a forecasting engine, or data insights that executives can act on, I'd love to hear about your project.