My approach blends engineering, design thinking, and business strategy to solve real problems.

I use rapid prototypes as tools for discovery and validation - turning concepts into solutions that can be tested and improved.

By aligning early with users and business goals, I ensure each iteration moves us closer to product-market fit from launch day.