Explore rated names and similarity-based recommendations.
- Choose Girls, Boys, or All at the top to change the dataset slice.
- In “Ratings Snapshot”, click a rating bar to see the names at that score.
- In “Name Explorer”, switch between Recommendations and Rated Names.
- Use search + sort to find names quickly.
Links
STAR Summary
- Situation
- My wife asked me to suggest baby names. I wanted something that learns her taste instead of guessing.
- Task
- Owned the end-to-end build, from implementation through the final deliverable.
- Action
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- Aggregated SSA baby-name records (1880-present) and engineered trend features.
- Built a simple 'quiz' script to collect like/dislike labels.
- Trained several models and averaged their scores to produce recommendations.
- Result
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- Generated personalized top 50 name lists for boys and girls.
- Helped us narrow the list when naming our child.
Notes
The quiz collects only non-sensitive preferences; no personal data is stored.
