At Handshake AI, I evaluate LLM-generated software solutions across six programming languages, checking correctness, edge cases, performance, and best practices. I provide detailed technical feedback to improve implementation and software design.
At IBM, I designed and delivered a distributed Remote Command API, taking the feature from architecture and binary protocol design through implementation, testing, integration, and release. I also expanded messaging and routing capabilities and strengthened reliability with regression testing.
On IBM’s zERT Network Analyzer, I replaced an ORM-based import path with batched JDBC writes and controlled commit points; my implementation and schema changes reduced import time from six hours to ten minutes in benchmark testing. I also migrated the frontend from AngularJS to Angular and co-invented two issued U.S. patents.

