At Mercor, I evaluate coding-agent outputs for correctness, instruction following, and communication quality. I record structured ratings and preference rankings, supporting my judgments with specific evidence.
At the National Electoral Council, I developed Python workflows for electoral signature verification and Flask/WebSocket services for live monitoring across 29 regional precincts. I also designed Oracle data models and stored procedures, optimizing SQL queries to reduce dashboard latency by 25%.
At ECOSEG, I built Python ETL scripts to consolidate HR, financial, and logistics records in MySQL and implemented secure RESTful APIs. I’m currently pursuing a Master of Data Analytics at the University of Niagara Falls Canada.

