Scouting report
Dominican ML engineer with 14-year history shipping Claude Code and data-science tooling
assessed from open-source footprint
Dominican machine-learning engineer (madewithcana.com) with the deepest account here at 14 years and the strongest following (16). Work centers on Jupyter/Python data science, including a Udacity bank-marketing classifier and 'pixel-check', a Figma-vs-implementation validation skill for Claude Code using ImageMagick and AI vision. Caveats: a high 0.75 fork ratio and only a couple stars mean much of the breadth is exploratory, but the ML focus and authored tools are credible.
Authorship & open source
What they build
Industry experience
- Data, ML & AI
- Education & EdTech
- Fintech & Payments
Signal breakdown
2
top repo 1
20
75% forks
16
14.1 yr
0
Active
55% stale
Strengths
- Verified author — wrote 100% of commits on pixel-check
- Data / ML focus with Backend
- Domain experience in Data, ML & AI & Education & EdTech
- Core stack: Jupyter, Python, JavaScript, Shell
About
Skills
- Jupyter
- Python
- JavaScript
- Shell
Featured work
Pixel Check
Pixel-perfect validation skill for Claude Code: compare Figma designs vs implementation screenshots using ImageMagick + AI vision
- Shell
by Armando Medina
Bank Marketing Classifier
Udacity First Project - Bank Marketing Classifier
- Jupyter
by Armando Medina
Icd11 Multiagent Rag
Educational clinical interview simulator: 4 LLM agents orchestrated via LangGraph + hybrid RAG over ICD-11
- Python
by Armando Medina
Fastmcp Notes
FastMCP v3 feature showcase: a note-taking MCP server
- Python
by Armando Medina
Skills Getting Started With Github Copilot
Exercise: Get started using GitHub Copilot
- JavaScript
by Armando Medina
Skills Copilot Codespaces Vscode
My clone repository
- Code
by Armando Medina