What's included

• Custom AI Model or Fine-Tuned Model

  You’ll receive a custom fine-tuned AI model designed for your specific use case — such as text analysis, image recognition, or data prediction. The model will be optimized for accuracy and efficiency using high-quality frameworks like PyTorch or TensorFlow.

• Streamlit Application

  An interactive Streamlit web app that allows you to test, and demonstrate your AI model’s functionality. This includes a user-friendly interface for uploading inputs, running predictions, and viewing outputs in real time. (Note: this app is intended for local or internal use; deployment or hosting is not included.)

• Documentation & Usage Guide

  Comprehensive documentation explaining the model’s workflow, Streamlit app usage, and setup instructions. Includes guidance on local environment configuration and sample input/output examples.

• Performance Report & Evaluation Metrics

  A detailed performance report covering evaluation metrics such as accuracy, precision, recall, F1-score, and validation results — helping you understand the model’s strengths and areas for improvement.

• Dataset Processing & Pre-Training Files

  If applicable, you’ll also receive cleaned and preprocessed datasets used for model training, along with scripts or notebooks documenting the data preparation workflow.