Data over Intuition: Exporting KilledByAI to Kaggle

Data over Intuition: Exporting KilledByAI to Kaggle

As part of the ongoing maintenance and expansion of killedbyai.xyz, I’ve pushed our underlying dataset onto Kaggle: AI Job Displacement & Tech Exposure Insights.

Beyond raw software engineering, I am using Kaggle as a playground to execute end-to-end Data Analytics workflows—the kind that directly inform strategic decision-making.

Instead of just maintaining application code, I am building exploratory notebooks around these datasets to extract actionable patterns: mapping AI task exposure, analyzing industry vulnerability, and visualizing structural shifts in technical labor.

Code handles execution, but clean data drives direction.

Shipping features and maintaining pipelines is only half the battle. By transitioning from pure code implementation to structured data analytics, I’m turning killedbyai.xyz from a passive tracking project into a data-driven tool backed by hard evidence.