Youssef George

Machine Learning EngineerFull Time

• 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.