Tanner Sturza

Developed a high-performance C# .NET SDK providing an async-first interface for agentic workflows, featuring gRPC service consumers and robust exception handling.

Integrated Entity Framework Core with custom attribute-based registration to support DATA_FIRST and CODE_FIRST schema discovery modes, enabling seamless LLM schema alignment.

Engineered client-side SQL validation and query parsing logic to ensure schema integrity and reduce server-side overhead in distributed environments.

Engineered a lightweight Python distributed tracing framework utilizing sys.settrace() for automatic, low-overhead function instrumentation and latency analysis

Designed a modular telemetry architecture supporting multiple persistence backends, including SQLite and batch-memory collectors for optimized data ingestion.

Built a modern observability dashboard using React and TypeScript to provide real-time visualization of execution spans, error rates, and performance bottlenecks.

Re-architected core backend microservices from Python to Rust, achieving a 95% reduction in P99 latency and handling 10k+ concurrent connections.

Developed a reactive telemetry dashboard using Svelte and WebSockets to visualize high-frequency biometric data streams with <16ms render times.

Contributed to the core system by developing and deploying real-time Google Glass-based image recognition software utilizing OpenCV for real-time object detection.