I will perform predictive analysis and classification for you

Need an accurate ML/DL model thats clearly explained and easy to use? I build end-to-end solutions for classification (e.g., churn, fraud, image/text) and prediction (regression & time series).

What I deliver

• Data cleaning, EDA & feature engineering
• Model training (scikit-learn / XGBoost / TensorFlow / PyTorch)
• Metrics (Accuracy, F1, ROC AUC, MAE/RMSE, MAPE) with a clear report
• Explainability (feature importance, SHAP)
• Inference script or notebook + usage guide
• Optional: API (FastAPI), dashboards, model monitoring

Typical projects

• Customer churn / lead scoring
• Credit risk / fraud detection
• Sales & demand forecasting
• NLP text classification (spam, sentiment, intent)
• Image classification (defect, product type)
• Medical/health classification (with anonymized, client-provided data)

Why me

• Clean, reproducible code
• Clear documentation & fast communication
• Focus on business impact, not just accuracy

Tech

Python, Pandas, scikit-learn, XGBoost/LightGBM, TensorFlow/PyTorch, NumPy, Matplotlib, SHAP, Optuna, FastAPI

Please message me before ordering so I can suggest the best package.