Case Studies

Discover how I've transformed businesses with data science, machine learning, and analytics solutions

Featured Success Stories

Machine Learning
Technology
Customer Churn Prediction for Tech Startup
Challenge: High customer churn was costing the company $1M annually
Solution: Built a Random Forest model with 90% accuracy using Scikit-learn
Result: Reduced churn by 30%, saving $500K in 2025
90%
Accuracy
30%
Churn Reduction
$500K
Cost Savings
100K+
Data Points
Python
Scikit-learn
Pandas
SQL
Business Intelligence
Hospitality
Revenue Forecasting for Ambururu Resort
Challenge: Resort needed insights to boost bookings and optimize revenue
Solution: Developed comprehensive Tableau dashboards for customer analytics and forecasting
Result: Drove 10K+ visitors and $1M+ in revenue in 2025
$1M+
Revenue Growth
10K+
Visitor Increase
25%
Booking Growth
500+
Dashboard Views
Tableau
SQL
Python
Excel

All Case Studies

Machine Learning
Technology
Customer Churn Prediction for Tech Startup
High customer churn was costing the company $1M annually
90%
Accuracy
30%
Churn Reduction
Python
Scikit-learn
Pandas
Business Intelligence
Hospitality
Revenue Forecasting for Ambururu Resort
Resort needed insights to boost bookings and optimize revenue
$1M+
Revenue Growth
10K+
Visitor Increase
Tableau
SQL
Python
Database Optimization
E-commerce
SQL Performance Optimization for E-commerce Platform
Critical queries taking 45+ minutes, affecting user experience
95%
Performance Gain
2.3s
Query Time
PostgreSQL
SQL
Python
Data Visualization
Retail
Interactive Sales Dashboard for Retail Chain
Management lacked real-time visibility into sales performance across 50+ stores
60%
Decision Speed
$200K
Cost Savings
Tableau
SQL Server
Python