Developer Profile

Lighton N. Kalumba

@lightonkalumba

Africa, Zambia

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

10 / 100Raw: 12.00

Repository Score

22 / 100Raw: 28.00

PR Score

0 / 100Raw: 0.00

Contribution Score

0 / 100Raw: 0.00

Score Weight Distribution

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

Repository Score (45%)100% of final signal

Pull Request Score (45%)0% of final signal

Contribution Score (10%)0% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1ai-receptionist-agent

stars17

forks10

Score

#2task-tracker

stars1

forks0

TypeScript 8200%JavaScript 1200%HTML 500%

Score

#3Customer-Churn-Prediction-EDA-Model---100-

stars1

forks0

Jupyter Notebook 10000%

Score

Top Pull Requests

Most impactful repositories and pull requests

No merged external pull requests were found.

Community Contributions

comments

No high-impact public issues or discussions were found.

Scoring Transparency

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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