Developer Profile

Samit

@SamitHuang

Hong Kong

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

54 / 100Raw: 719.00

Repository Score

26 / 100Raw: 35.00

PR Score

84 / 100Raw: 1543.00

Contribution Score

46 / 100Raw: 86.00

Score Weight Distribution

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

Repository Score (45%)2% of final signal

Pull Request Score (45%)97% of final signal

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1mindone

stars1

forks85

Python 10000%

Score

#2EV_GCN

stars23

forks9

Python 10000%

Score

#3DeepSpatialFusionCNN

stars3

forks0

Python 10000%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1[RL] Add Pause and Resume Generation for Asynchronous RL Training

in vllm-project/vllm

stars on the PR repository91038

+182/-0

Python 8500%Rust 600%Cuda 400%

126

Score

#2[Bugfix][Diffusion] Fuse distilled LoRA weights before HSDP sharding

in vllm-project/vllm-omni

stars on the PR repository6670

+311/-1

Python 10000%

Score

#3[Bugfix] Fix lost async diffusion outputs in request-level batching

in vllm-project/vllm-omni

stars on the PR repository6670

+473/-53

Python 10000%

Score

Community Contributions

comments

#1Issue

[RFC] Multi-modal Generation RL 2026Q2 Roadmap

verl-project/verl

stars23307

comments21

Score

#2Issue

Will opensora 1.3 be released recently?

hpcaitech/Open-Sora

stars29350

comments11

Score

#3Issue

[RFC] Q3 Road Map (welcome contributions)

verl-project/verl-omni

stars951

comments29

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

169

Merged external PRs counted

169

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