YG
Youssef George
Machine Learning Engineer at Azdan
Shubra, Cairo, EgyptWork Experience
Machine Learning EngineerFull Time
Azdan
Mar 2024 - Present -1 yr, 3 months
Egypt , Cairo
- Job Details:● Developed an agentic, LLM-powered chatbot using LangGraph, Redis, Postgres, and FastAPI accessing databases, a knowledge base and internet tools. Enabled business users to query live data using natural language, eliminating SQL knowledge need. ● Implemented a Docker-based CI/CD pipeline using AWS CodeBuild and CodeDeploy, following the build-push-clean pattern, ensuring smooth development and deployment processes. ● Built monitoring and logging dashboards with Grafana and LangFuse, enhancing system observability, cost and performance tracking for both technical and business users. ● Developing an AI-powered report generation engine with an agentic workflow that allows users to chat with their data before generating free form or templated reports that includes charts, analysis and recommendations.
Data Science InternInternship
- Job Details:● Built Box-Jenkins, holt-winter, and LSTM time series models to predict ATM upcoming 5 days withdrawals, and upcoming refill date and needed amount. ● Developed, evaluated, and compared different machine learning models to identify defaulters for loan requests. ● Learnt about different banking systems, products, and services.
Data Analysis InternInternship
- Job Details:Learned CTEs, window functions, temporary functions and more in SQL. Solved 9 case studies using SQL to clean data and generate reports. Created 5 dynamic and interactive dashboards using Microsoft Excel to summarize, organize and analyze large real-life datasets.
Education
Bachelor's Degree in Computer engineering and software systems
Ain Shams UniversityJan 2024
Languages
Arabic
FluentEnglish
Advanced