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Undergraduate Student Study Dashboard Academic Progress Visualization System · v3.0
📊 Academic Progress Visualization · v3.0

Undergraduate Student Study Dashboard

Plan your GPA. Map your skills. Discover the right courses to take next — all in one place.

🚀 Enter Dashboard 📖 User Guide
↓ scroll to see how ↓

What you can get

Two clear paths — track your grades, and map your skills.

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GPA Track

Track, query, predict, and plan your grades end-to-end.
  • 1
    Import your full transcript (PDF) Drop your CUHK(SZ) transcript — we auto-extract every course, grade, and semester.
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    Visualize your grade trajectory See every letter grade, each semester's GPA, and your CGPA on one interactive chart.
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    Set a target CGPA & track distance Type your target GPA — see exactly where you stand vs. where you want to be.
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    Predict & plan future grades Add hypothetical grades for upcoming semesters — instantly see your projected CGPA.
  • 5
    Export to Excel for advisor meetings One click → a clean Excel with courses, grades, GPA, skill scores — share with your advisor.
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Skills Track

Know what skills your courses build — and what's missing.
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    A course database with 308 courses Every course is scored on 9 major + 9 general skill dimensions, derived from real syllabi.
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    See your skill ability profile Each skill bar shows where you are: Exposure → Foundation → Proficiency → Mastery.
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    Spot your strengths & gaps Top-3 strongest skills surface automatically. Gaps below 25 are flagged for action.
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    Get course recommendations Pick a target skill — we rank the courses that build it most efficiently, filtered by term.
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    Compare against your category average Red marker on each bar = your category's mean. Instantly see where you out- or under-perform.

Built on real data

Every score, every recommendation — backed by actual course catalog content.

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Courses Evaluated
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Course Categories
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Major-skill Dimensions
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General Competencies

11 Categories Covered

9 specialized skills per category, plus 9 universal General Skills.

ACT
Accounting
22 courses
MAT
Mathematics
42 courses
CSC
Computer Science
40 courses
MGT
Management
28 courses
MKT
Marketing
20 courses
FIN
Finance
19 courses
MIS
MIS / Business AI
5 courses
PSY
Psychology
3 courses
TRA
Translation
2 courses
BIO
Biology & Life Sciences
5 courses
GE
General Education
100+ courses
PED
Physical Education
18 courses

Ready to map your academic journey?

Take 2 minutes — import your transcript and see your skill map appear.

🚀 Enter Dashboard 📖 Read User Guide