Data Without Story Can Be Just Noise.

In tech, we're drowning in data and starving for meaning. Every quarter, brilliant researchers publish findings that never leave the PDF. The insight was real. The impact? Zero.

I found that many times the best idea in the room loses to the best-told idea in the room.

Creative visualization isn't decoration β€” it's translation. It collapses the distance between what you know and what your audience feels. Data tells you what happened. Visualization shows you the shape of it. Story makes you care enough to act.

That's not soft skill territory. That's leverage.


Three datasets. Three sources. Three methods.

Each one got a visualization true to its own story and shaped by the data's personality, not forced into a template.

I leaned into my naturally goofy, creative side here, so these skew more playful than a conference room might call for. But that's the point: great visualization matches the audience and the moment. These just happen to be mine unfiltered.


This project serves as a "speed-to-insight" case study, exploring how AI can be utilized to analyze complex, varied data, and how quickly final insights can be delivered.

A popular online multiplayer horror video game and I used myself as the participant and played 150 matches, taking a slew of metrics down for each match.

Analysis of harm, damage, and relationships over all 270 episodes/17 seasons. I measured it via three distinctive metrics and translated this rich, chaotic narrative into clear insights.