Customer Segmentation Analysis
Segmented customers into 3 clusters using K-Means, outperforming Hierarchical Clustering.
Data Scientist
ML Engineer
Data Analyst
Jupyter Notebook
pandas
scikit-learn
Insurance Subscription Prediction Using Machine Learning
I used demographic data to predict insurance subscriptions, with the Gradient Boosting model excelling (0.986 ROC AUC) and call duration being key.
Data Visualizer
ML Engineer
Data Analyst
Jupyter Notebook
pandas
scikit-learn
Analyzed Flipkart data to boost shopping sales turnout insights.
Cleaned Flipkart's data, fixed inconsistencies with Pandas, analyzed trends with NumPy, visualized insights with Matplotlib aiding e-commerce decisions.
Data Visualizer
ML Engineer
Data Analyst
GitHub
Jupyter Notebook
Python