PERSONALISED LEARNING DASHBOARD
Welcome back, Student!
Your ML model and AI study coach will focus the next test on your highest-priority learning area.
Next step: Complete a baseline mock test so the ML model can identify your weak topics.
Complete your first test to generate a weakness score.
Question bank: Singapore Primary 2–6 General Knowledge
Topic Performance
No performance data yet.
Complete a mock test to populate this chart.
AI Recommended Next Step
Agent Status
Baseline Test
The agent needs your first test result before it can personalise the next activity.
Topic
Mixed GK
Difficulty
Easy
Recent Session
| Test | Level | Score | Status | Action |
|---|---|---|---|---|
| No completed session yet | — | — | Waiting |
ADAPTIVE PRACTICE
Mock Test
Answer the questions and submit them for scoring, DynamoDB history, and ML performance updates.
Select your level and load a mock test.
ML LEARNING PROFILE
Performance Analysis
AGENTIC AI
AI Study Coach
The agent reads your stored performance, uses the ML weakness score, chooses a topic and difficulty, and prepares the next adaptive test.
Action
BASELINE_TEST
Priority Topic
General Knowledge
ML Weakness
—
Study Recommendation
Complete a baseline test first. The deterministic agent will then use your ML weakness score to choose the next learning activity.
STUDENT PROFILE