At Systango, I work across client production systems, taking ambiguous requirements from design through implementation, deployment, and support. For 4iiz, I built Rust-based MCP servers that give AI agents secure, read-only access to production reporting data, alongside a Python orchestration layer and an internal AI analyst interface.
I’ve also worked on procurement, mining operations, and legal technology products, including diagnosing replication delays and building reconciliation tools for 4iiz. My work spans Python, TypeScript, and Rust, with experience across AWS, Azure, and GCP.

