I will build machine learning models in python for prediction and classification
AI Engineer, Published Researcher, YOLO, Computer Vision, Machine Learning
Over deze dienst
Need a model that works in production, not just a notebook?
I'm Abdullah, a published AI researcher (Sensors, MDPI), Kaggle Expert. I build clean, optimized, deployment-ready ML pipelines in Python.
What I Build
- Classification churn, fraud, disease detection
- Regression sales, pricing, risk modeling
- Time-Series Forecasting demand, stock, IoT sensor data
- Clustering and Anomaly Detection
- Model Optimization hyperparameter tuning, SHAP explainability
What You Get
- Clean Python pipeline preprocessing to evaluation
- Train/val/test split with full metrics (F1, AUC, RMSE)
- SHAP-based explainability report
- Deployment-ready model (PKL/ONNX)
- Optional FastAPI/Flask endpoint
Tech Stack
Scikit-learn, XGBoost, LightGBM, PyTorch, SHAP, Pandas, FastAPI
Send the dataset and goal before ordering.
"A model is only as good as the engineer who built it."
Mijn portfolio
Andere Data science en ML diensten die ik aanbied
Veelgestelde vragen
Do you just build models or deploy them too?
Both. PKL/ONNX models plus FastAPI/Flask endpoints for production.
What data do you need?
CSV/Excel dataset, target variable, and goal — I suggest best approach before you order.
Do you provide explainability?
Yes — SHAP feature importance included in Standard and Premium.
What ML frameworks do you use?
Scikit-learn, XGBoost, LightGBM, PyTorch, TensorFlow — based on project needs.
Can you improve my existing model?
Yes — hyperparameter tuning, feature engineering, performance debugging.
Do you handle time-series data?
Yes — LSTM, ARIMA, Prophet for forecasting tasks.
Will I get documented code?
Yes — clean, reproducible Python code with comments and structure.
Is my data safe?
Strictly confidential. NDA available on request.
Why choose you over others?
Published researcher plus Kaggle Expert. Research-grade quality on every project.
Can you deploy to cloud?
Yes — FastAPI/Flask API setup included in Premium package.

