AI Powered Education

AI-Powered Education Consulting | Dr. Albert Tan Lie Sing
Adaptive • Ethical • Multilingual • Offline-Capable

AI-Powered Education Consulting

Design and deploy personalized learning ecosystems that adapt to each student in real time—grounded in ethical frameworks and built to work even in low-connectivity regions.

0%
AP success benchmark
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Offline AI object tagging (AstroLink)
0%
Retention lift (QuantumSTEAM)

Problem & Opportunity

Traditional models can’t personalize at scale. Schools need AI that’s effective, ethical, and feasible—with multilingual access and offline modes for equity.

  • Uneven student outcomes & teacher overload
  • Connectivity constraints in many regions
  • Unclear guardrails for safe classroom AI

Solution

End-to-end consulting to design, pilot, and scale adaptive learning environments—from AI tutor prototypes to teacher PD and governance.

  • Multilingual, inclusive UX (Apple prototyping)
  • Offline AI assistants (AstroLink)
  • Ethical scaffolding of reasoning (Cambridge)

Implementation Roadmap

Phase 1 — Readiness & Design (2–4 wks): needs analysis, data & infra audit, success KPIs.
Phase 2 — Pilot (6–10 wks): deploy AI tutor in sample classes; train teachers; measure outcomes.
Phase 3 — Scale-up (ongoing): expand across departments; governance & continuous improvement.

Case: Apple

UX prototypes for multilingual, inclusive AI learning experiences.

Case: Cambridge

AI agents that scaffold student reasoning without replacing it.

Case: AP Physics/Calculus

75%+ students achieving top scores with experiential integration.

FAQ

Can this work without reliable internet?

Yes. We prioritize offline-capable models and synchronized updates.

How do you handle ethics & privacy?

We implement clear governance, opt-in data scopes, and teacher controls.

What KPIs do you target?

Mastery speed, retention, teacher workload, and equity of outcomes.

Let’s build your adaptive classroom

Ready in weeks, scalable for years. Transparent milestones and ROI tracking.

Or email directly: alberttls@outlook.com
© Dr. Albert Tan Lie Sing — alberttls.us