Developer Profile

Prashanth Rao

@prrao87

Toronto, Canada

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

70 / 100Raw: 1053.00

Repository Score

60 / 100Raw: 148.00

PR Score

88 / 100Raw: 2180.00

Contribution Score

35 / 100Raw: 54.00

Score Weight Distribution

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

Repository Score (45%)6% of final signal

Pull Request Score (45%)93% of final signal

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1fine-grained-sentiment

stars171

forks71

Python 10000%

Score

#2lancedb-study

stars30

forks7

Python 10000%

Score

#3dspy-intro

stars31

forks6

Python 10000%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1Add examples for Lance datasets

in huggingface/datasets

stars on the PR repository21963

+295/-0

Python 10000%

110

Score

#2Slides to Speech: local CPU TTS (Pocket TTS) + DSPy vision

in cocoindex-io/cocoindex

stars on the PR repository11521

+121/-120

Rust 5100%Python 4900%

103

Score

#3feat(lancedb): optimize table maintenance from LanceDB stats

in cocoindex-io/cocoindex

stars on the PR repository11521

+433/-170

Rust 5100%Python 4900%

103

Score

Community Contributions

comments

#1Issue

Add `scan_lance` to Polars

pola-rs/polars

stars39702

comments4

Score

#2Issue

[Usability]: Please pin the exact version of tokenizers and other fast-moving libraries it depends on

stanfordnlp/dspy

stars37899

comments4

Score

#3Issue

How to verify whether namespace and table exist?

lancedb/lancedb

stars11394

comments5

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