John Fredy Gaviria

My approach starts by understanding how a business actually works before deciding what should be built. That means studying objectives, processes, people, tools, data and decisions before recommending AI, automation or software.

This portfolio is not about technology for technology's sake. Each case shows a way of thinking: identify the right problem, define constraints, design the appropriate solution and validate before scaling.