I will build and deploy a custom machine learning model for you
Machine Learning Engineer, Python, XGBoost, PyTorch, FastAPI
About this Gig
Need a custom machine learning model built for your data?
I'll take your project from raw data to a trained, evaluated model with clean, reproducible code. Whether you need classification, regression, computer vision, or predictive analytics, I'll build a solution that's reliable, well-documented, and ready to use.
Before we begin, I'll review your requirements and let you know if your data is suitable for the problem you're trying to solve. If your expectations aren't realistic, I'll tell you upfrontnot after you've paid.
What you'll receive
- Clean, documented Python code (scikit-learn, XGBoost, PyTorch)
- A trained model saved in a standard format (pickle, ONNX, or joblib)
- Performance evaluation with clear explanations of the results
- Standard: Data cleaning, feature engineering, and comparison of multiple suitable models
- Premium: A deployed FastAPI endpoint or web demo, setup documentation, and post-delivery support so your team can use the model immediately
Ideal for
- Classification
- Regression
- Predictive analytics
- Computer vision projects
- Custom machine learning solutions
What I need from you
- Your dataset (CSV, Excel, or similar)
- A short description of what you want
- Requirements
FAQ
What do you need from me to get started?
Your dataset and a clear description of what you want predicted or analyzed. If you're not sure your data is ready, message me before ordering
Can you guarantee a specific accuracy?
No. Model performance depends entirely on your data's quality, size, and signal-to-noise ratio. I'll tell you what's realistic after a first look, not before. If your data can't support what you're asking, I'll say so before you pay.
Do you sign NDAs?
Yes. Happy to sign before you share sensitive or proprietary data.
What's your turnaround time?
See the package delivery times above. Rush delivery is available as an extra, message me before ordering if you're on a tight deadline.
What technologies do you use?
Python, scikit-learn, XGBoost, PyTorch, Pandas, NumPy, FastAPI, and Streamlit. I write clean, documented code that you or your team can run and modify without me.
Can you work with my company's tech stack?
If you need TensorFlow instead of PyTorch, specific cloud deployment, or integration with an existing pipeline, message me first and I'll confirm if it fits.
Will I own the code and model?
Yes. Everything I deliver is yours. Full source code, model weights, and documentation are included in the delivery.
What if my data is messy or incomplete?
Order the Standard package, it includes full data cleaning and feature engineering. Or message me first and I'll tell you exactly what shape your data is in.
Do you offer post-delivery support?
Premium includes a 30-minute Q&A call and documentation. For ongoing support beyond that, message me to discuss a maintenance arrangement.
