I will build an xgboost churn prediction model with fast api
Data Scientist and ML Engineer building production AI and deep learning systems
About this Gig
Are you sitting on data but getting zero value from it?
I build production-grade ML models that turn your raw
data into accurate, deployable predictions not just
notebooks.
WHAT I'VE BUILT
Ozone prediction R²=0.9998 on 539K NASA datapoints
Churn pipeline XGBoost + SHAP + Optuna tuning
Cancer cell detection MBZUAI research, paper in prep
WHAT YOU GET
Data cleaning & preprocessing
Model trained & tuned for your problem
SHAP explainability + performance report
Clean, production-ready source code
FastAPI deployment (Premium)
I WORK WITH
Classification · Regression · Forecasting
Clustering · Anomaly Detection · Deep Learning
Any industry · Any dataset size
Message me with your dataset, goal, and deadline.
Let's build something that actually works.
My Portfolio
Other Data Science & ML Services I Offer
FAQ
Do I need to share my data before ordering?
Yes. Message me first with your dataset, goal, and deadline. I'll confirm the right package for your problem before you place the order.
What if my data is messy or incomplete?
That's normal. Data cleaning and preprocessing is included in every package. I handle missing values, outliers, encoding, and scaling before training.
Which ML model will you use for my project?
I select the best model based on your data and goal — XGBoost, Random Forest, LightGBM, PyTorch, or others. You get a comparison report explaining why.
Can you deploy the model as a live API?
Yes. FastAPI deployment with full documentation is included in the Premium package — a live endpoint ready to plug into any application.
What if I'm not satisfied with the results?
I don't deliver until the model meets the agreed performance target. Revisions are included in every package and I stay in communication throughout.

