Developer Profile

Ash Vardanian

@ashvardanian

London, San Francisco, Yerevan

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

79 / 100Raw: 1245.00

Repository Score

78 / 100Raw: 358.00

PR Score

89 / 100Raw: 2390.00

Contribution Score

43 / 100Raw: 76.00

Score Weight Distribution

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

Repository Score (45%)13% of final signal

Pull Request Score (45%)86% of final signal

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1StringZilla

stars3549

forks133

C 5600%C++ 2800%Cuda 800%

Score

#2NumKong

stars1880

forks129

C 7600%C++ 1300%Rust 700%

Score

#3less_slow.cpp

stars1923

forks83

C++ 7300%Assembly 1500%Cuda 800%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1Add: USearch Vector Store

in langchain-ai/langchain

stars on the PR repository145582

+432/-0

Python 9900%

131

Score

#2Fix: Missing DuckDuckGo package version

in langchain-ai/langchain

stars on the PR repository145582

+49/-12

Python 9900%

108

Score

#3Add: USearch Vector Store

in langchain-ai/langchainjs

stars on the PR repository18159

+373/-0

TypeScript 9800%HTML 200%

108

Score

Community Contributions

comments

#1Issue

ENH: Up-to 200x Faster SIMD-Accelerated Distance Functions

scipy/scipy

stars14985

comments14

Score

#2Issue

Rust bindings

unum-cloud/UStore

stars637

comments45

Score

#3Issue

Feature: C# bindings and Semantic Kernel integration

unum-cloud/USearch

stars4289

comments16

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

300

Merged external PRs counted

300

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