the launch video
Bilibili · 240k views
Clingword
A vocabulary-learning product that personalizes new-word recommendations and review timing from each learner's performance.
- Result
- Co-founder · Reached 20,000+ users in under two months
- Areas
- Reinforcement Learning, Learning Systems, Front-End Development, Product Design
CLINGWORD · 词灵单词 — RL-SCHEDULED VOCABULARY
every word has a file
AI learning trace
meaning, in context
from the Next demo
AI grades your sentence
mistakes → drills
recall · compare · spell
word card
wrong once, drilled after
review engine
Learning system
Vocabulary practice that adapts to the learner
Clingword uses learner performance to decide when to introduce new vocabulary and when previously learned words should return for review.
Its review schedule follows the forgetting curve, turning reinforcement-learning signals into a more individualized study plan.
Outcome
From research idea to a product used at scale
The product reached more than 20,000 users in under two months. I worked across the reinforcement-learning logic, front-end experience, and product development.