At NatWest Group, I built a text-to-SQL analytics engine over a 136-table reporting database. It validates generated SQL against the schema, executes queries, charts results, and powers a dashboard chatbot for self-service reporting.
I also developed backend APIs and data pipelines for the SCO Observability Platform, helping internal banking teams monitor applications and track customer journeys. I optimized APIs and data-processing workflows, bringing large dashboard queries from about three minutes to under 30 seconds.
At Aamara Technologies, I built the backend for Techno Rings’ shop-floor operations system using Django REST Framework and MySQL. Payroll exception rules reduced daily processing from about four hours to under 30 minutes.
My projects include Zippyy, a delivery-recovery platform with policy-gated agent workflows, and XTXT, a plain-text format with a Go reference parser and CI conformance suite. I’ve also had fixes merged into FastMCP and DSPy.
