Developer Profile

Aman Gupta

@am17an

Singapore

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

52 / 100Raw: 342.00

Repository Score

36 / 100Raw: 56.00

PR Score

69 / 100Raw: 682.00

Contribution Score

49 / 100Raw: 96.00

Score Weight Distribution

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

Repository Score (45%)7% of final signal

Pull Request Score (45%)90% of final signal

Contribution Score (10%)3% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1pi-llama-server

stars25

forks4

TypeScript 10000%

Score

#2cuda-tensor-cores

stars10

forks0

Cuda 10000%

Score

#3llama.cpp

stars56

forks15

C++ 6500%C 1600%Python 900%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1CUDA + ggml: add sparse-fa for DSV4/GLM

in ggml-org/llama.cpp

stars on the PR repository127724

+391/-100

C++ 6300%C 1800%Python 800%

129

Score

#2ggml: add SWIGLU_CLAMP

in ggml-org/llama.cpp

stars on the PR repository127724

+768/-35

C++ 6300%C 1800%Python 800%

129

Score

#3ggml: allow passing alloc dependencies in graph_optimize

in ggml-org/llama.cpp

stars on the PR repository127724

+151/-15

C++ 6300%C 1800%Python 800%

129

Score

Community Contributions

comments

#1Issue

Feature Request: Implement missing ops from backends

ggml-org/llama.cpp

stars127724

comments52

Score

#2Issue

Feature Request: Docker images for CUDA 12.8

ggml-org/llama.cpp

stars127724

comments7

Score

#3Issue

Feature Request: Implement Hadamard Transform for GPU backends

ggml-org/llama.cpp

stars127724

comments6

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

155

Merged external PRs counted

155

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