01 · Ingest
Apache Spark pipelines
Contributed to Spark-based pipelines that ingest raw product telemetry and prepare it for analytics processing.
Microsoft product
Power PlatformLicensing & Usage
A tenant-scale reporting experience that transforms high-volume telemetry into clear, actionable licensing insights for Power Platform administrators.
The product
Turn license consumption into decisions
The report helps administrators see who is consuming each license, find users and flows exceeding daily capacity, understand usage trends, and move directly from a tenant-wide summary into detailed action.
Architecture
From raw telemetry to an administrator-ready report
02 · Transform
Synapse data modeling
Flattened and transformed large datasets into reporting-friendly structures inside Azure Synapse.
03 · Aggregate
Big Data SQL
Wrote large-scale SQL queries and designed pre-aggregations that made tenant and user-level analysis responsive.
04 · Serve
API contracts
Designed and implemented the API layer and contracts that translate analytical data into stable frontend capabilities.
Progressive detail
Move from capacity signals to the exact flows driving usage
Administrators can drill into a user, compare consumption across license contexts, identify the environments and flows creating demand, and export the underlying report for further analysis.
My contribution
Technical leadership across the complete product stack
~$10M
Revenue opportunity
Delivered foundational licensing-enforcement and consumption-reporting work that created an opportunity for approximately $10 million in additional product revenue.
Frontend
Architecture and team leadership
Designed the frontend architecture, partnered with Product and Design, and led a team of early-in-career engineers through implementation.
API
Service and contract design
Designed and implemented the API layer and durable contracts connecting the reporting experience to its analytical data.
Data
Large-scale analytics engineering
Built Synapse SQL aggregation and pre-aggregation strategies, transformed flattened datasets, and contributed to Spark ingestion from raw telemetry.