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I will build machine learning models in python for prediction and classification
AI and ML Engineer, YOLO and Computer Vision Expert, Published Researcher
AI/ML Engineer, published researcher (Sensors, MDPI), Kaggle Expert, Roboflow Expert. Built YOLO-OcuLite, under review in Nature Comms Medicine, CMPB.
Computer Vision: YOLO (v5-v26), object detection,...
About this Gig
Need a model that works in production, not just a notebook?
I'm Muhammad Abdullah, a published AI researcher (Sensors, MDPI), Kaggle Expert, and Roboflow Expert. I build clean, optimized, deployment-ready machine learning 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, TensorFlow, SHAP, Pandas, FastAPI
Share your dataset and goal, and I'll confirm the best approach before you order.
A model is only as good as the pipeline behind it. I build both.
My Portfolio
Other Data Science & ML Services I Offer
FAQ
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.
