Developer Profile

Harshal Janjani

@harshaljanjani

Dubai, UAE

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

54 / 100Raw: 661.00

Repository Score

29 / 100Raw: 41.00

PR Score

83 / 100Raw: 1416.00

Contribution Score

34 / 100Raw: 52.00

Score Weight Distribution

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

Repository Score (45%)3% of final signal

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

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1taskschedulingdqn

stars12

forks0

Jupyter Notebook 9700%Python 300%

Score

#2kheti-crop-recommender

stars4

forks2

Dart 8900%Jupyter Notebook 800%Python 100%

Score

#3tensor-logic-cpp

stars2

forks0

C++ 9900%Makefile 100%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1feat[vLLM]: Support text replacement offsets in the remaining old-format processors

in huggingface/transformers

stars on the PR repository164799

+169/-170

Python 10000%

132

Score

#2model: Add NVIDIA Canary-1B-v2 to Transformers

in huggingface/transformers

stars on the PR repository164799

+2587/-81

Python 10000%

132

Score

#3fix(utils): Resolve backbone utils test regressions

in huggingface/transformers

stars on the PR repository164799

+28/-138

Python 10000%

132

Score

Community Contributions

comments

#1Issue

[BUG] Bamba-9B-v2 model fails with torch.compile when using SDPA

huggingface/transformers

stars164799

comments5

Score

#2Issue

[BUG][CI] Stale device override test in GraniteSpeech fails on CI

huggingface/transformers

stars164799

comments4

Score

#3Issue

[BUG] SwitchTransformersConfig creates sparse layer when num_sparse_encoder_layers=0 with single layer model

huggingface/transformers

stars164799

comments4

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

Merged external PRs counted

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