Contact person: Business Client

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Location: Banī Suwayf, Egypt

Budget: Recommended by industry experts

Time to start: As soon as possible

Project description:
"I’m a student at Badr University in Assyut, Faculty of Artificial Intelligence, and I’m working on a machine-learning assignment focused on algorithms. My main hurdle is the model-development stage, so I’m looking for hands-on guidance that gets me from raw data to a solid, well-performing model I can confidently present.

Here’s what I need from you:
• Build and fine-tune an appropriate machine-learning model (classification or regression, depending on the dataset we decide to use).
• Provide clean, well-commented Python code—preferably in a Jupyter Notebook—using scikit-learn, TensorFlow, or PyTorch.
• Include moderate-level documentation explaining your design choices, feature engineering, hyperparameter tuning, and evaluation metrics so I can understand and discuss the logic behind them.
• Deliver a short summary of the results with plots or tables that highlight model performance and any key insights you uncover.

I’ll supply the dataset (or we can source an open dataset together), and I’m happy to iterate once or twice if initial results need refinement. Clear explanations are just as important to me as good accuracy, since this is an academic project. If you have experience mentoring students or breaking down complex concepts, that’s a plus.

Please outline your approach and note any relevant projects you’ve completed. I’m aiming for a functional prototype with solid documentation rather than a full production deployment." (client-provided description)