Developer Profile

Thien Tran

@gau-nernst

Singapore

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

74 / 100Raw: 1835.00

Repository Score

60 / 100Raw: 151.00

PR Score

93 / 100Raw: 3902.00

Contribution Score

53 / 100Raw: 115.00

Score Weight Distribution

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

Repository Score (45%)4% of final signal

Pull Request Score (45%)96% of final signal

Contribution Score (10%)0% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1learn-cuda

stars466

forks64

Cuda 6000%Python 2900%C++ 1100%

Score

#2gn-kernels

stars44

forks3

Python 9100%Cuda 600%C++ 300%

Score

#3gpu-mode-kernels

stars26

forks2

Python 10000%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1Use Conv1d for TDNN

in huggingface/transformers

stars on the PR repository165059

+104/-56

Python 10000%

132

Score

#2Make Whisper Encoder's sinusoidal PE non-trainable by default

in huggingface/transformers

stars on the PR repository165059

+119/-5

Python 10000%

128

Score

#3[Perf] Improve BF16x3 router GEMM accuracy and make it default on sm100

in vllm-project/vllm

stars on the PR repository91393

+314/-88

Python 8500%Rust 600%Cuda 400%

126

Score

Community Contributions

comments

#1Issue

Compiled `nn.Module` with tensor subclass can't be moved to another device

pytorch/pytorch

stars102890

comments17

Score

#2Issue

Gumbel Vector Quantizer produces NaN when using with torch.compile

pytorch/pytorch

stars102890

comments15

Score

#3Issue

torch.compile generates wrong code on CPU and compiled code replaces original function

pytorch/pytorch

stars102890

comments15

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

250

Merged external PRs counted

250

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