At Uridium, I played a key role in backend system design for government digital services, optimizing API performance and enforcing QA standards. Though the core stack was .NET, I worked on modular integrations that introduced me to Golang-based services. My role involved thorough testing, peer reviews, and documentation all foundational to structured evaluation environments like Project Atlas.

I engineered RESTful services and internal tools that integrated with banking APIs and credit systems. While primarily using .NET, I regularly reviewed and debugged Golang services within microservices pipelines. I collaborated closely with QA teams to ensure correctness, instruction adherence, and security compliance. This experience sharpened my ability to assess code against business rules and evaluate annotation accuracy.

At Sterling Bank, I contributed to the development of financial microservices using .NET and Golang, including smart adapters and bulk processing services. I also led the design of Rasa-powered conversational AI agents for international financial operations, curating training datasets, defining NLU intents, and validating AI behavior. This role deepened my skills in reviewing backend logic for functional accuracy and aligning code with real-world instructions—critical for AI code evaluation.