I will train and evaluate machine learning models in python

Machine Learning Model Training, Fine-Tuning & Data Analysis

Need help training, evaluating & improving machine learning / deep learning model using your dataset?

I can help you build and analyze ML, deep learning, prediction, and classification/regression prediction models in Python for academic, research, Kaggle, startup, or business.

What I can help with:

• Machine learning model training
• Deep learning with PyTorch/TensorFlow
• EDA with visualizations
• Data preprocessing and feature handling
• Hyperparameter tuning
• Model evaluation & performance comparison
• Confusion matrix, ROC, accuracy, precision, recall, F1, RMSE, and more
• Ensemble methods such as XGBoost/LightGBM/CatBoost
• Clean Python Notebook

Suitable for:

• Student/research thesis/projects
• Kaggle competitions
• Business prediction
• Medical/finance/tabular data
• Prototype ML solutions

You will get:

• Clean and organized code / notebook
• Model training and evaluation
• Explanation of results
• Revision support based on package scope

Before placing an order:

• Please message me first with your dataset and requirements so I can suggest the best package for your task.

Proof of Work: 8th place BUBT AI Conquest (Kaggle competition)