Power BI · DAX · Risk Modeling
Data Governance & Compliance Risk Dashboard
- Analyzed 5,500 governance audit records across domains and regulations
- Designed a risk-based framework translating compliance metrics into financial exposure (€)
- Built an interactive Power BI dashboard using DAX, data modeling, and risk scoring logic
Python · Machine Learning · Unsupervised Learning
Urban Pattern Analysis Using K-Means Clustering
- Clustered 300 cities using K-Means to identify distinct urban archetypes based on 8 socioeconomic and environmental indicators
- Engineered 5 composite features (Socioeconomic Index, Urban Stress, Green Comfort) improving clustering quality by 4.8%
- Built classification framework using scikit-learn, PCA, and feature engineering — silhouette score: 0.374
Tableau · Dashboard Design · Article Series
Mastering Dynamic Zone Visibility in Tableau
- Two-part practical series focused on eliminating dashboard clutter with Dynamic Zone Visibility
- Advanced techniques using Parameter Actions, Sets & Set Actions
- Real-world use cases: slide-out panels, chart swapping, zooming & drill-downs
Python · Power BI · Predictive Analytics
Credit Risk Prediction & Analytics Dashboard
- Analyzed 32,581 loan applications ($312.4M) — 93% accuracy with XGBoost and Random Forest
- Engineered risk-based segmentation identifying $77.1M in defaulted loans across High/Medium/Low categories
- Built an interactive Power BI dashboard with DAX calculations, feature importance, and geographic risk patterns
SQL Analytics · Superstore Data
Retail Sales, Retention & Cohort Analysis
- A real-world SQL retail analytics project uncovering hidden sales trends
- Analyzed customer retention through multi-period cohort analysis
- Assessed the financial impact of discounting on business performance
Machine Learning · Research Paper · IEEE
Reinforcement Learning for Fuel Cell Thermal Energy Management
- Developed an algorithm for optimal thermal energy management in PEM fuel cell power plants
- Implemented Q-learning with epsilon greedy policy to minimize 24-hour generation costs
- Optimized electrical power generation, energy trading, and thermal energy recovery based on real-time demand