Developer Profile

Aakash Kumar Nain

@AakashKumarNain

Delhi

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

69 / 100Raw: 538.00

Repository Score

64 / 100Raw: 176.00

PR Score

77 / 100Raw: 988.00

Contribution Score

59 / 100Raw: 145.00

Score Weight Distribution

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

Repository Score (45%)15% of final signal

Pull Request Score (45%)83% of final signal

Contribution Score (10%)2% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1annotated_research_papers

stars2796

forks267

Score

#2nanoGPTJAX

stars55

forks8

Python 9400%Jupyter Notebook 600%

Score

#3mistral_keras_jax

stars9

forks0

Python 9900%Shell 100%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1Code refactor and updat doc

in tensorflow/docs

stars on the PR repository6329

+176/-175

Jupyter Notebook 9100%Python 800%C# 100%

Score

#2Add example for Denoising Diffusion Probabilistic Models

in keras-team/keras-io

stars on the PR repository3005

+2646/-0

Jupyter Notebook 7400%Python 2200%HTML 300%

Score

#3Update image captioning example

in keras-team/keras-io

stars on the PR repository3005

+657/-385

Jupyter Notebook 7400%Python 2200%HTML 300%

Score

Community Contributions

comments

#1Issue

Conv2D breaking when used with keras Model subclassing

tensorflow/tensorflow

stars198351

comments23

Score

#2Issue

JAX code is extremely slow on GPUs

jax-ml/jax

stars36237

comments37

Score

#3Issue

Autograph fails to convert nested **if-else** in a for loop

tensorflow/tensorflow

stars198351

comments16

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

Merged external PRs counted

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