I will build and train custom machine learning models for prediction and classification

Are you looking to predict outcomes, classify data, or uncover hidden patterns in your dataset? I will build, train, and deploy custom machine learning and deep learning models tailored to your specific business or research needs.

What You'll Get:

Custom ML/DL model built and trained on YOUR data

Complete Python source code (well-documented and reusable)

Model performance report with accuracy, precision, recall, F1-score, and confusion matrix

Data preprocessing and feature engineering included

Clear explanation of results and actionable insights

Models & Techniques I Work With:

Regression: Linear, Ridge, Lasso, SVR, Random Forest Regressor

Classification: Logistic Regression, SVM, Random Forest, XGBoost, LightGBM

Deep Learning: CNN, RNN, LSTM, Transformer-based models (PyTorch & TensorFlow)

Clustering: K-Means, DBSCAN, Hierarchical Clustering

Time Series: ARIMA, Prophet, LSTM-based forecasting

Dimensionality Reduction: PCA, t-SNE, UMAP

Industries I've Worked With:

Healthcare (disease prediction, patient outcome modeling)

Finance (fraud detection, stock price forecasting)

E-commerce (recommendation systems, churn prediction)

Research & Academia (hypothesis testing, data-driven