Looking for a job

yousef elsherif

@yousefelsherif

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I build machine learning and generative AI applications, from freight-rate forecasting to e-commerce AI agents.

Egypt

Message

What I'm looking for

I'm looking for an opportunity to apply machine learning, generative AI, NLP, and data science skills to build practical AI applications while continuing to grow through hands-on engineering work.

I'm a final-year Information Technology student at New Giza University, focused on Artificial Intelligence and Data Science.

I built an end-to-end freight-rate prediction pipeline using 48,000 labeled freight-load records, engineering route, geographic, date, market, and interaction features. Using CatBoost and expanding-window temporal validation, I achieved a mean MAE of approximately $116.44, R of 0.827, and MAPE of 5.54%.

I also developed an e-commerce AI assistant with Python, Streamlit, LangGraph, Groq LLM, and BM25 retrieval. Its routing workflow handled 26 of 30 evaluation queries, with measured end-to-end latency of approximately 336–427 ms.

At Barq Systems, I worked with Linux, Docker, Kubernetes concepts, Git, and collaborative deployment workflows. I bring hands-on experience across machine learning, deep learning, NLP, speech recognition, data preprocessing, feature engineering, and AI application development.

Experience

Work history, roles, and key accomplishments

DevOps Intern

Barq Systems

Jan 2025 - Present (1 year 9 months)

Worked with Linux command-line tools and core system administration concepts in a technical training environment. Built and managed Docker containers while learning containerization and application deployment workflows.

Linux Docker Kubernetes Git Containerization System Administration