I turn messy business data into useful tools and clear reports.

I clean sales, ads, and product data, then turn it into reports that show what changed and what needs attention.

I build scripts and small services that reduce manual checking, including collectors, validation rules, exports, and database jobs.

I connect pages, APIs, and storage into internal tools that marketing and operations teams can use without touching code.

I design review screens, filters, status labels, and mobile views that are easier for non-technical users to follow.

I use models when they help answer a clear business or research question, from forecasting work to category prediction and retraining.