A comprehensive toolkit spanning analytics, data collection, experience optimization, data engineering, and visualization — built through years of hands-on implementation.
Unified data infrastructure
Web & app analytics
Cross-channel analytics
Tag management & data collection
Client & server-side
Personalization & testing
Cross-channel orchestration
Audience activation
Event-based analytics
Tag management
Data visualization
Implementation & automation
Data processing & automation
Data querying & analysis
Typed JavaScript development
Schema & data modeling
Data engineering & lakehouse
Business intelligence
Microsoft BI platform
Cloud platform
Cloud data warehouse
API testing & automation
Tag auditing & validation
Debugging & performance
Version control