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$
USD
I will build predictive machine learning models
Analytics professional with background in Social Science
Hello! I'm a professional statistician and data scientist with years of experience and a proven track record of 100+ successfully completed projects, delivering high-quality results in statistical dat...
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About this Gig
Turn your business data into better decisions.
I help businesses transform raw data into predictive analytics that supports real business decisionsnot just models.
Whether you're working with transactions, CRM data, customer behavior or operational data, I build solutions that uncover predictive signals and turn them into actionable insights.
Services
Predictive analytics & statistical modeling
Feature engineering
Classification, scoring & customer segmentation
Forecasting & business decision support
Data preparation & integration
Typical projects
Churn prediction
Risk scoring
Demand forecasting
Pricing & marketing analytics
Retail & customer analytics
How I work
Every project starts with your business objectivenot a predefined algorithm. If your data contains a meaningful predictive signal, I'll build a robust, documented solution. If it doesn't, I'll tell you honestly.
Please message me before ordering with a short description of your data and objective so I can recommend the right package or prepare a custom offer for larger projects.
Programming language:
Python
•
R
Frameworks:
Scikit-learn
•
Other
Tools:
Jupyter Notebook
•
Excel
•
RStudio
FAQ
What if there's no usable signal in my data?
That's a valid outcome, not a failure. The Basic package exists specifically to find this out cheaply before you commit to a bigger build. I'll tell you clearly rather than force a weak result into a "model."
Which methods do you use?
I choose the method based on your business question and data, not the other way around. Depending on the project this may include regression, classification, statistical testing, feature importance, explainability or other predictive analytics techniques.
Can you build an automated data tagging or categorization system instead of a predictive model?
Yes, automated scoring, classification and data categorization where appropriate can be scoped within Standard or Premium depending on data volume and complexity, message me with details.
Can you work with sensitive/confidential data?
Yes, message me first to discuss data handling, an anonymized or sampled dataset is usually enough for the initial check.
Do you deploy the model into production?
No. I deliver a trained model or validated feature plus documented code and implementation guidance. Deployment/hosting is out of scope, happy to discuss as a separate custom project.
