I will turn your python ml model into a streamlit web app
About this Gig
Have a trained machine learning model but need a simple web interface to use it? I will turn your existing Python ML model into an interactive Streamlit application.
What I can build:
- User input forms for making predictions
- Classification and regression prediction interfaces
- Input validation and error handling
- Clear prediction results and visualizations
- CSV batch prediction for compatible tabular models (Premium)
- Clean, documented Python source code
- Setup instructions to run your application
Tools: Python, Streamlit, Pandas, NumPy, and Scikit-learn.
Packages:
- Basic: A simple app for one existing trained model.
- Standard: An interactive app with input validation and suitable visualizations.
- Premium: A batch prediction app with downloadable results and deployment guidance.
You must provide your existing trained model and the files or code needed to load it.
This Gig focuses on integrating an existing model, not training a new one. Please contact me before ordering to confirm compatibility and project requirements.
Programming language:
Python
My Portfolio
FAQ
Do you train the machine learning model?
This Gig focuses on building a Streamlit interface for your existing trained model. Model development and training are not included.
What do I need to provide?
Please provide your trained model, the code or files required to load it, its dependencies, and details about the inputs and outputs. Contact me first if you're unsure about compatibility.
Which models do you support?
I primarily work with compatible Python machine learning models for classification and regression. Please share your model format and dependencies before ordering so I can confirm compatibility.
Will I receive the source code?
Yes. All packages include the Streamlit application's Python source code and basic instructions for running it.
Is online deployment included?
Premium includes deployment guidance, not guaranteed live hosting. Hosting costs, complex infrastructure, authentication, and production deployment are not included unless agreed separately.
Can you add CSV batch predictions?
Yes, in the Premium package for compatible tabular models. The application can accept a CSV file, generate predictions, and provide downloadable results.

