I will build credit risk and default prediction models using machine learning
About this Gig
Need to predict which customers will default, which loans are risky, or what your data says about the future? I build machine learning models that give you clear, usable answers, with no jargon.
I specialise in credit risk and default prediction, and I can also build custom predictive models for other business data like sales, churn, or customer behaviour.
What you get:
A working model built in Python, trained and tested on your data
A plain-English summary of how accurate it is and what drives the results
Clean, commented code you can reuse (Standard and Premium)
Support if you have questions after delivery
How it works:
1. You send me your dataset and tell me what you want to predict
2. I clean the data, then build and test the model
3. You get the results, the report, and revisions if needed
Not sure if your data is suitable? Message me before ordering. I'll tell you honestly whether it can work and which package fits.
My Portfolio
Other Data Science & ML Services I Offer
FAQ
1. What kind of data do I need?
A spreadsheet or CSV of past records with a column showing the outcome you want to predict, like “defaulted: yes/no”. More history usually means better results. Not sure if yours qualifies? Message me and I’ll take a look.
2. Which package should I choose?
Basic if your data is already clean. Standard if it needs cleaning and you want fine tuning, a plain-English report, and the code. Premium adds performance monitoring and a 30-minute walkthrough call.
3. Can you build models for things other than credit risk?
Yes. I also build models for customer churn, sales forecasting, and other business predictions. Message me a short description of your data and goal before ordering.
4. Is my data kept confidential?
Yes. I only use your data for your project and don’t share it. Please remove names, phone numbers, and ID numbers before sending, since the model doesn’t need them.
5. How accurate will my model be?
It depends on your data’s quality and size, so I can’t promise a specific number. I test the model properly and explain in plain language how it performs, and where it’s weak, before delivery

