I will perform regression and classification

I provide end-to-end data science services to turn your raw business data into actionable insights and predictive models using Python.

What you get:

• Data Preprocessing: Cleaning, handling missing values/outliers, encoding, scaling, and merging datasets
• Exploratory Data Analysis (EDA): Statistical summaries, correlation analysis, and visual insights (distributions, trends, patterns)
• Feature Engineering: Creating, selecting, and transforming features to boost model performance
• Regression/Classification: Building and tuning models (Linear/Logistic Regression, Random Forest, XGBoost, SVM, etc.) for prediction or classification tasks
• Dimensionality Reduction: PCA, t-SNE, or feature selection for high-dimensional datasets
• Model Evaluation: Accuracy, F1-score, RMSE, confusion matrix, ROC-AUC, and clear performance reporting

Deliverables: Clean dataset, well-documented Jupyter notebook, visualizations, model results, and a summary report

Ideal for: Sales forecasting, customer churn prediction, pricing analysis, risk scoring, or any business problem needing data-driven decisions

Tech stack: Python, Pandas, Scikit-learn, XGBoost, Matplotlib/Seaborn, Jupyter