Contributions / Mentor

Skilvul · Samsung Solve for Tomorrow · Aug 2025 – Sep 2025

AI and IoT STEM competition mentoring

Weekly mentoring for semifinalist teams building AI and IoT projects for Samsung Solve for Tomorrow.

mentoringiotmachine-learning

Mentor for Samsung Solve for Tomorrow — high school and university teams shipping AI + IoT ideas through a four-week cadence of weekly sessions.

How I mentor project teams under deadline pressure

Tighten scope until success criteria are testable before the demo deadline.
Align frontend, backend, data, ML, and device boundaries so integration surprises show up early.
Match depth to team maturity — some groups need architecture sketches; others need permission to delete features.

Samsung Solve for Tomorrow team session showing a program-phase slide and remote participants. — Team work reviewed against the competition timeline and delivery milestones.Kevin's LinkedIn recap, 2026.

Samsung Solve for Tomorrow mentoring session with Ananda Kevin presenting to a remote team. — Mentoring session focused on turning an AI and IoT concept into a buildable MVP.Kevin's LinkedIn recap, 2026.

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Certificate for mentoring in Samsung Solve for Tomorrow 2025.Skilvul · Samsung Solve for Tomorrow, 2025.

Evidence

Links and references.

articleJanuary 14, 2026

LinkedIn — Samsung Solve for Tomorrow mentoring

Public reflection on mentoring one high-school and one university semifinalist team.

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