SG Neural Network Academy
Making neural networks understandable through guided, visual learning.
- Category
- AI Education · Interactive Learning
- Role
- Educational UX · Curriculum structure · Interactive simulation design
- Status
- In Active Development
- Timeline
- 2024 — ongoing
The Opportunity
Most introductions to machine learning start with notation. Learners without a mathematical background disengage before they see how a network behaves.
The Product Concept
Short guided lessons paired with interactive simulations, where the learner adjusts a value and immediately sees the effect, supported by game-inspired progression.
My Role
Educational UX designer and frontend builder. I structured the curriculum flow, designed the lesson and simulation interfaces and implemented the responsive frontend.
Product Process
- 01
Opportunity identification
- 02
Concept definition
- 03
User journey planning
- 04
Information architecture
- 05
Interface design
- 06
AI-assisted development
- 07
Responsive implementation
- 08
Testing and iteration
- 09
Deployment preparation
Key Features
Guided visual lessons
Concepts introduced visually before any formal notation.
Interactive simulations
Direct manipulation of parameters with immediate feedback.
Game-inspired progression
Light progression cues that reward continued practice.
Multilingual lessons
Lesson content planned for English, Swedish and Thai.
Challenges and Decisions
Supporting multiple languages
Technical vocabulary needed consistent translation choices; I keep a shared glossary so terms do not drift between lessons.
Keeping simulations readable on mobile
Visualisations reflow to a single column and reduce detail rather than shrinking to an unreadable size.
What I Learned
- · Interactivity teaches intuition faster than explanation.
- · Translating technical education requires a glossary discipline from the start.
Current Status and Next Steps
Lesson structure, interface design and several interactive prototypes exist. Full curriculum coverage and complete Thai translation are in progress.
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