Pinned Loading

1. AdventureWorks-Sales-Analytics AdventureWorks-Sales-Analytics Public

   Architected a Snowflake Schema data warehouse and developed Power BI dashboards with DAX to track real-time sales KPIs and perform demographic customer clustering.

2. Chicago-Crime-Pattern-Analysis-and-Prediction Chicago-Crime-Pattern-Analysis-and-Prediction Public

   Analyzed 7 million crime records using Gaussian Naive Bayes to predict incident patterns and visualized geospatial risk hotspots via interactive Tableau dashboards.

   R

3. Employee-Attrition-Predictive-Modeling Employee-Attrition-Predictive-Modeling Public

   Predicted employee turnover with 96% accuracy using Decision Tree and Random Forest algorithms, utilizing feature engineering to identify key attrition drivers like overworking.

   Jupyter Notebook

4. Market-Entry-Strategy-Healthcare-AI Market-Entry-Strategy-Healthcare-AI Public

   Conducted quantitative market analysis, SWOT assessments, and demographic segmentation to validate Go-to-Market strategies for an AI healthcare solution in the $10B EAP sector.

5. Multi-Label-Text-Classification Multi-Label-Text-Classification Public

   Automated the multi-label classification of 20,000+ research abstracts by fine-tuning a RoBERTa transformer model and implementing Classifier Chains to capture semantic dependencies.

6. NYC-Taxi-Forecasting NYC-Taxi-Forecasting Public

   Deployed end-to-end ML pipelines on AWS SageMaker using XGBoost for fare prediction and Facebook Prophet for demand forecasting, achieving reduced error rates.

   Jupyter Notebook