AI-Enhanced STEM Labs

AI-Enhanced STEM Labs Setup | Dr. Albert Tan Lie Sing
Robotics • Maker Spaces • AI Tutors

AI-Enhanced STEM Labs Setup

Design & deploy future-ready labs—Arduino/LEGO/VEX, AI tutor kiosks, and assessment-aligned projects.

Start a Lab BlueprintSee Rollout

Outcomes

  • Higher retention & mastery
  • Visible portfolios & competitions
  • Teacher workload redistribution

What’s Included

  • Lab layout & bill of materials
  • Safety & maintenance SOPs
  • AI tutor & LMS integration

Standards

  • AP/IB/Cambridge mapping
  • Local accreditation alignment
  • Assessment rubrics

Rollout Plan

Weeks 1–2: Audit, goals, budget
Weeks 3–6: Procurement, setup, pilot units
Weeks 7–10: Teacher PD, launch, metrics

Case: AP Physics Lab

Project kits tied to exam skills.

Case: Maker Academy

3D printing + controls mini-certs.

Case: AI Tutor Kiosk

On-prem Q&A with content safety.

FAQ

Space constraints?

We design modular pods for small rooms.

Low-resource options?

Low-cost kits + offline content included.

Maintenance?

Annual tune-up plan & remote support.

Build your lab

Email: alberttls@outlook.com

© Dr. Albert Tan Lie Sing — alberttls.us