Developer Profile

Prince Canuma

@Blaizzy

Poland

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

77 / 100Raw: 822.00

Repository Score

78 / 100Raw: 361.00

PR Score

83 / 100Raw: 1446.00

Contribution Score

48 / 100Raw: 91.00

Score Weight Distribution

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

Repository Score (45%)20% of final signal

Pull Request Score (45%)79% of final signal

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1mlx-audio

stars7853

forks708

Python 9800%TypeScript 200%

Score

#2mlx-vlm

stars5478

forks767

Python 10000%

Score

#3nativ

stars1407

forks94

Swift 9400%Python 300%Shell 200%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1Community: Add support for MLX models (chat & llm)

in langchain-ai/langchain

stars on the PR repository145920

+848/-0

Python 9900%

131

Score

#2Community: Fix MLX LLM Stream

in langchain-ai/langchain

stars on the PR repository145920

+55/-12

Python 9900%

110

Score

#3Add gemma 4

in ml-explore/mlx-lm

stars on the PR repository6926

+1238/-2

Python 10000%

Score

Community Contributions

comments

#1Issue

[Usage]: Custom LLM Generate

vllm-project/vllm

stars91226

comments14

Score

#2Issue

PaliGemma 4bit Quantization broken and Inference issues.

ml-explore/mlx-examples

stars8933

comments27

Score

#3Issue

Feature Request: Add Weight Normalization Support (weight_norm)

ml-explore/mlx

stars28343

comments13

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