Developer Profile

Patrick Walukagga

@PatrickCmd

Kampala - Uganda

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

44 / 100Raw: 313.00

Repository Score

28 / 100Raw: 39.00

PR Score

69 / 100Raw: 656.00

Contribution Score

0 / 100Raw: 0.00

Score Weight Distribution

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

Repository Score (45%)6% of final signal

Pull Request Score (45%)94% of final signal

Contribution Score (10%)0% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1mlops-project

stars52

forks28

Jupyter Notebook 9800%Python 200%

Score

#2llm-zoomcamp

stars7

forks1

Jupyter Notebook 9600%HTML 300%Python 100%

Score

#3free-genai-bootcamp-2025

stars4

forks1

Python 6400%TypeScript 2300%HCL 900%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1Fine-tuning an opensource (Llama 3.2) model

in ed-donner/llm_engineering

stars on the PR repository7302

+1047/-0

Jupyter Notebook 9200%Python 700%HTML 100%

Score

#2Implement arXiv Research Agent

in ed-donner/llm_engineering

stars on the PR repository7302

+1613/-0

Jupyter Notebook 9200%Python 700%HTML 100%

Score

#3Implement arXiv Tech Research Assistant RAG

in ed-donner/llm_engineering

stars on the PR repository7302

+1118/-0

Jupyter Notebook 9200%Python 700%HTML 100%

Score

Community Contributions

comments

No high-impact public issues or discussions were found.

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

106

Merged external PRs counted

106

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