Developer Profile

Isaac Chung

@isaac-chung

Tallinn, Estonia

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

52 / 100Raw: 422.00

Repository Score

30 / 100Raw: 44.00

PR Score

74 / 100Raw: 872.00

Contribution Score

49 / 100Raw: 96.00

Score Weight Distribution

finalScore = repoScore * 0.45 + prScore * 0.45 + contributionScore * 0.10

Repository Score (45%)5% of final signal

Pull Request Score (45%)93% of final signal

Contribution Score (10%)2% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1strava-kudos

stars44

forks67

Python 10000%

Score

#2nextpick

stars8

forks2

Jupyter Notebook 9800%CSS 200%

Score

#3isaac-chung.github.io

stars1

forks0

JavaScript 8000%CSS 1200%TypeScript 800%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1fix: defer datasets import to avoid slow cold-start when reading model metadata

in embeddings-benchmark/mteb

stars on the PR repository3419

+198/-9

Python 6200%Jupyter Notebook 3800%

Score

#2[MVEB] Add x-clip model

in embeddings-benchmark/mteb

stars on the PR repository3419

+198/-0

Python 6200%Jupyter Notebook 3800%

Score

#3Add mveb clf tasks

in embeddings-benchmark/mteb

stars on the PR repository3419

+389/-0

Python 6200%Jupyter Notebook 3800%

Score

Community Contributions

comments

#1Issue

Create audio clustering AbsTask and Evaluator

embeddings-benchmark/mteb

stars3419

comments30

Score

#2Issue

SEB v2

embeddings-benchmark/mteb

stars3419

comments25

Score

#3Issue

Leaderboard inconsistency from using multiple revisions for the same model

embeddings-benchmark/mteb

stars3419

comments23

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

300

Merged external PRs counted

300

Own-repo PRs ignored

Unmerged PRs ignored

Unique external repositories

Issues analyzed

100

External issues counted

100

Discussions analyzed

External discussions counted

How this score was calculated

View the full scoring methodology with formulas, penalties, and step-by-step flow.

View full methodology