I build the systems that make data usable.

Data Analyst and Information Systems professional with over three years of experience developing analytical solutions, designing databases, automating reporting processes, and building web-based information systems. Experienced in SQL, Python, MySQL, Power BI, and Flask, with a strong background in translating operational data into actionable insights. Developed and deployed a production payroll management system and customised enterprise data collection platforms used to support organisational operations.

My career has moved in one direction: closer to the systems that produce the data. I started as a data analyst, where the work was to produce the numbers. I now lead the information management function, where the work is to design the data model, the standards, and the infrastructure that make those numbers available to everyone who needs them — without depending on me.

Within the same organisation I have built a payroll system, an attendance management system with a backend admin dashboard, event and conference management systems, an automated monthly reporting pipeline, and a set of Power BI dashboards for operational monitoring. In parallel I have built a full-stack market screening terminal with machine-learning signal generation, published under the Fredderby Consult name.