YG

Youssef George

Machine Learning Engineer at Azdan

Shubra, Cairo, Egypt

Work 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

    Banque Misr

    Sep 2023 - Oct 2023 -1 month

    Egypt , Cairo

    • 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

    Paymob Solutions

    Aug 2022 - Sep 2022 -1 month

    Egypt , Cairo

    • 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 University

      Jan 2024 

    Skills

    • Artificial Intelligence (AI)
    • Amazon AWS
    • Python
    • C++
    • CS

    Languages

    • Arabic

      Fluent
    • English

      Advanced
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