Developer Profile

Médéric Hurier (Fmind)

@fmind

Luxembourg

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

52 / 100Raw: 212.00

Repository Score

67 / 100Raw: 206.00

PR Score

47 / 100Raw: 263.00

Contribution Score

5 / 100Raw: 5.00

Score Weight Distribution

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

Repository Score (45%)44% of final signal

Pull Request Score (45%)56% of final signal

Contribution Score (10%)0% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1mlops-python-package

stars1416

forks199

Jupyter Notebook 9500%Python 500%

Score

#2cookiecutter-mlops-package

stars442

forks56

Python 7500%Dockerfile 2500%

Score

#3virtual-try-on

stars12

forks8

Python 6200%Just 3000%Dockerfile 800%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1docs: teach the stack the repositories actually run, and add AGENTS.md

in MLOps-Courses/mlops-coding-course

stars on the PR repository735

+1474/-172

Score

#2feat: run the canonical gate and practice the security it teaches

in MLOps-Courses/mlops-coding-course

stars on the PR repository735

+792/-114

Score

#3Chapter 7: Observability

in MLOps-Courses/mlops-coding-course

stars on the PR repository735

+1009/-175

Score

Community Contributions

comments

#1Issue

docs: walk the whole course against a live model and correct what drifts

MLOps-Courses/agentops-open-course

stars2

comments2

Score

#2Issue

docs/agent: model vector/embedding weaknesses and cross-session memory poisoning as persistent threats

MLOps-Courses/agentops-open-course

stars2

comments2

Score

#3Issue

gateway: close the in-cluster authentication gap on the k3d MCP and A2A listeners

MLOps-Courses/agentops-open-course

stars2

comments2

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