Adult learning ecosystem and AI-assisted products

Making complex technical topics useful to working adults.

I built a paid learning and professional community ecosystem as founder and product owner. The work combines curriculum, learner journeys, feedback, product experiments and career coaching. I adapt systems, product and AI topics to audiences with different levels of technical knowledge.

My role

Designed and led the learning product, coached professionals and shipped practical tools, including an AI-assisted LMS and a transcription app. I also teach senior leaders how to use AI effectively in day-to-day operations.

Evidence

• 2,000+ paying students and a 10K+ professional community.
• 100+ IT professionals coached; 20+ public talks.
• AI-assisted LMS with about 500 monthly active users; Transcriber with about 100 monthly active users.

What this demonstrates

Executive AI enablement, adult-learning design, product adoption and hands-on validation.

Founder and personal products. Learner totals are not presented as numbers of corporate executives; app audiences are in the hundreds of monthly users.