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I will deploy your data science and ml model as an interactive streamlit web app
You don't just want a 'black box' model You want answers you can trust
I build data tools, not just models. I am a Data Scientist with a specialty in end-to-end Machine Learning pipelines—from cleaning messy datasets to deploying interactive Streamlit apps.
My recent wo...
About this Gig
Is your machine learning model stuck in a Jupyter Notebook? Let's turn it into a powerful product.
A model is useless if no one can use it. To truly unlock its value for your team, clients, or investors, you need a polished, interactive interface not just lines of code
I am a Data Scientist & ML Engineer specializing in Model Deployment. I transform static scripts and .pkl files into fast, professional web applications using Streamlit.
What I Will Build For You:
- Interactive Dashboards: Sleek UIs with sliders, file uploaders, and dynamic charts (Plotly/Matplotlib) that let users input data and see predictions instantly.
- ️ The "Nightmare" Fix: I solve the infamous "it works on my machine" problem. I create professional, pinned requirements.txt files to ensure your app runs smoothly on the cloud without crashing.
- Explainability Integration: I can add SHAP plots to your app, giving users a "reason code" for every prediction.
Why Choose Me? I recently deployed a multi-label diagnostic tool for industrial manufacturing, solving critical version mismatches and building a preprocessing pipeline directly into the app.
Don't let your model gather dust. Let's deploy it today!
STREAMLIGHT
Programming language:
Python
•
MATLAB
•
SQL
•
Colab
Frameworks:
Scikit-learn
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DeepPy
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PyTorch
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Panda
Tools:
Jupyter Notebook
•
OpenCV
•
TensorFlow
•
Excel
•
MLflow
•
Colab
My Portfolio
FAQ
What do I need to provide?
For the Standard package, I need your model file (e.g., .pkl, .joblib) and a sample of the input data it expects. For the Basic/Premium packages, just your dataset is enough.
Where will you deploy the app?
I typically deploy to Streamlit Community Cloud (free and fast) or Render. If you have a specific cloud provider (AWS/Heroku), please contact me for a custom quote.
Will the app be public?
Streamlit Cloud apps can be public or private. I can help you configure the settings to keep your data secure.
Can you fix my "AttributeError" or "ModuleNotFound" error?
Yes! That is my specialty. These are usually environment version mismatches. I will audit your environment and create a pinned requirement file to fix it.
