•Implementing a customer-facing AI chat agent with Mastra, allowing users to query their machining data conversationally and uncover insights beyond what traditional reports provide.
•Established observability with Arize Phoenix while developing evaluation workflows to monitor quality, validate changes against goals without regression, and highlight areas for improvement.
•Contributed commits to both Mastra and Arize’s open inference library, improving tracing in Mastra and greatly enhancing the out-of-the-box experience of integrating Arize Phoenix with Mastra.
•Architected an event data platform using NATS JetStream, blurring the line between edge and cloud for real-time data processing and connectivity.
•Built foundational developer libraries in Rust to empowered engineering teams with efficient, domain-aware solutions that hide technical complexities.
