Developer Profile

Muhammad Ikhwan Fathulloh

@Muhammad-Ikhwan-Fathulloh

Indonesia

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

56 / 100Raw: 397.00

Repository Score

51 / 100Raw: 102.00

PR Score

72 / 100Raw: 778.00

Contribution Score

10 / 100Raw: 11.00

Score Weight Distribution

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

Repository Score (45%)12% of final signal

Pull Request Score (45%)88% of final signal

Contribution Score (10%)0% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1Sunda-Language

stars25

forks2

HTML 3600%JavaScript 3400%CSS 1600%

Score

#2Saka-NLP

stars15

forks0

Python 10000%

Score

#3Ethical-Hacking-Course-Bank

stars4

forks2

HTML 10000%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1perf(dataprep): cache regex and field lists, fix typos

in unslothai/unsloth

stars on the PR repository75372

+40/-25

Python 7300%TypeScript 2300%Rust 200%

104

Score

#2fix(upload): cache upload manifest and improve rename reliability

in odysseus-dev/odysseus

stars on the PR repository86646

+48/-13

Python 5500%JavaScript 3500%CSS 700%

103

Score

#3feat: add weighted sample support to MultivariateGaussian and EmpiricalCovariance

in online-ml/river

stars on the PR repository6031

+83/-80

Python 9300%Rust 700%

Score

Community Contributions

comments

#1Issue

[Bug]: Hardening required for Always-On Memory Agent (file ingestion crash + duplicate memory connections)

GoogleCloudPlatform/generative-ai

stars17644

comments2

Score

#2Issue

Saat menjalankan program, karena array kosong jadi muncul error

deaaamln/Web2_SistemPerpustakaan_UTS

stars1

comments2

Score

#3Issue

Security: Apply global security headers and update vulnerable dependencies

ahmadrosid/nakama

stars284

comments0

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

Merged external PRs counted

Own-repo PRs ignored

Unmerged PRs ignored

Unique external repositories

Issues analyzed

External issues counted

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