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My Work
Driving UX Culture
Building Trust in UX
Facilitated
Closed a real capability gap in the design team's AI literacy moved designers from a vague sense of "we should make AI explainable" to a working method they could apply to their own features.
IIM-K Learnings Share Session
Facilitated
Converted a personal credential (Design Thinking & AI Innovation, IIM Kozhikode) into team-wide capability
"Friend or Foe" Initiative
Event Organization
Co-led and scaled an AI ethics initiative from a one-off session into a structured, recurring forum for the design org moved it from "interesting conversation" to something with institutional staying power.
Fairness & Bias Session
Facilitated
Made an abstract ethics topic concrete by anchoring it in a real-world failure (the Amazon recruiting tool bias case)
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