Esraa Saied Khalil
AI Engineer · Machine Learning · Data Science
About Me
I'm an AI Engineer passionate about building intelligent systems that solve real-world problems through Machine Learning and Data Science. With expertise in designing ML models, data analytics, and AI tools implementation, I transform complex data into actionable insights.
Currently pursuing a Bachelor's in Computer and Information Sciences at Ain Shams University, I combine academic knowledge with practical experience in Data Mining, Fraud Detection, and Recommendation Systems. I've worked across diverse AI applications—from tourism recommendations to microfinance analytics.
My approach emphasizes collaboration, continuous learning, and innovation. I'm driven by the intersection of artificial intelligence and business strategy, where data-driven solutions can unlock new opportunities and drive growth.
Education
Bachelor's in Computer and Information Sciences
Ain Shams University, Cairo, Egypt
Graduation: June 2026
Relevant Coursework: Data Structures & Algorithms, Artificial Intelligence, Probability & Statistics, Operating Systems, Database, Data Mining, Design Patterns & Software Engineering
Experience
Data Mining Engineer
Business Development Institution
November 2025 - Present
Shebin Al-Kaum, Egypt
- •Architecting and managing the company's Data Warehouse, overseeing the full data lifecycle from raw lead collection to data modeling and customization for organizational analytics and business intelligence.
AI Engineer
Sync8Solutions
August 2025 - October 2025
Cairo, Egypt
- •Designed and implemented a content-based recommendation system for a tourism mobile application, enhancing user experience by suggesting personalized historical sites, hotels, and activities.
AI in Business Intern
Business Development Institution
August 2025 - November 2025
Shebin Al-Kaum, Egypt
- •Explored and applied various AI tools and platforms to optimize workflows, enhance productivity, and support data-driven strategies for business development and growth.
AI & Data Science - Microsoft Machine Learning Engineer
Digital Egypt Pioneers Initiative (DEPI)
April 2024 - October 2024
Cairo, Egypt
- •Designed and implemented a Fraud Detection Project with Microsoft AI Tools. Applied Microsoft AI and Cognitive Services in projects to create intelligent, data-driven solutions focusing on predictive analytics and real-world applications.
Information Desk Team Leader
Ain Shams University Career Center
February 2024 - February 2025
Cairo, Egypt
- •Led a team of nearly 50 volunteers to organize the two largest events at Ain Shams University, benefiting around 7,000 students and alumni through mentorship circles, talks, sessions, and mock interviews.
Featured Projects
Tour Plan Recommendation System
August 2025 - October 2025Built an AI-powered travel planning API and web UI that generates personalized single- and multi-city itineraries in real time. Integrated theme-based recommendations across 5,500+ POIs, with robust validation, rate limiting, and a user-friendly interface.
Kiva Loans Analysis and Forecasting
April 2025 - May 2025Analyzed Kiva microfinance data to uncover lending trends and built machine learning models with ARIMA to forecast funded amounts. Used comprehensive data analysis and visualization techniques.
Fraud Detection System
August 2024 - October 2024Built fraud detection models on large-scale financial transaction data, achieving high accuracy with feature engineering and ensemble methods. Applied Random Forest, SVM, and other advanced ML techniques.
Sentiment Analysis Model
April 2024 - May 2024Created a sentiment analysis model to classify customer reviews using NLP techniques. Implemented tokenization, TF-IDF, and machine learning algorithms.
Skills & Expertise
Programming Languages
Data Science & ML
Tools & Platforms
Other Technical Skills
Soft Skills
Languages
AI & Data Science Channel
I share AI and Data Science concepts useful for building real-life applications and help colleagues study academic subjects related to AI and Data Science through my YouTube channel.
Get In Touch
Have a project in mind? Let's connect and discuss how I can help