I will build custom machine learning models
About this Gig
Have data but no way to turn it into predictions?
I'm Dr. Jody-Ann Jones, Ph.D. Data Scientist & AWS Certified ML Engineer with 5+ years building production ML models.
WHAT I BUILD
- Classification (churn, fraud, sentiment, lead scoring)
- Regression (pricing, demand forecasting, risk)
- Recommendation engines
- Time series forecasting
- NLP (text classification, entity extraction)
WHAT YOU GET
- Clean, documented Python code
- Performance report with metrics & visuals
- Deployment-ready pipeline (API or batch)
- Knowledge transfer docs
PROVEN RESULTS
- 90% accuracy churn model, saved $2.1M ARR
- Sub-100ms inference latency in production
- Models running in pharma, fintech & SaaS
TOOLS
Python, Scikit-learn, XGBoost, LightGBM, TensorFlow, PyTorch, FastAPI, Docker, AWS SageMaker, MLflow
Message me BEFORE ordering with your data and goal. I'll tell you honestly if ML is the right solution.
FAQ
What data do I need to provide?
At minimum, a clean CSV or database export with the target variable you want to predict. I will assess your data quality during our initial conversation and let you know if any preprocessing is needed.
Do you work with sensitive or confidential data?
Yes. I have extensive experience in regulated industries including pharmaceutical and financial services. I am happy to sign an NDA before we begin. Data security is non-negotiable.
What if machine learning is not the right solution?
I will tell you honestly and suggest alternatives. I would rather lose a sale than waste your money on a model that will not deliver value.
Can you deploy the model to production?
Yes. I can deploy via FastAPI, Docker containers, AWS SageMaker, or integrate directly with your existing infrastructure. Deployment is included in the Standard and Premium packages.

