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Scouting report
Puerto Rican developer building FastAPI ML and trading apps, docs-first
assessed from open-source footprint
Mid
49signal
A Puerto Rico-based developer focused on production-minded ML and trading apps with FastAPI, backed by genuinely active and consistent solo commits (31 last year, high consistency score). His 14 original repos are mostly personal Python progress trackers and config, so the polished production apps he describes aren't yet reflected in stars or external validation. A real, active learner with a clear backend/Data-ML direction; the showcased depth is still maturing.
Authorship & open source
Solo authorwrote 100% of commits on markupglass
5 merged PRs31 commits / yr1 external project
Contributes to
- uprm-inso4101-2025-2026-s2/semester-project-super_cool_minecraft_team5★
What they build
Backend43%
Data / ML38%
Frontend8%
Systems8%
Industry experience
- Fintech & Payments
- Developer Tools
Signal breakdown
Originality91
Impact11
Consistency92
Polish12
Stars
0
Original repos
14
0% forks
Followers
0
On GitHub
2.7 yr
Live demos
1
Activity
Active
21% stale
Strengths
- Verified author — wrote 100% of commits on markupglass
- Original builder — 14 of their own repositories
- Consistently active, low abandonment
- Backend focus with Data / ML
- Domain experience in Fintech & Payments & Developer Tools
- Core stack: Python, C#, HTML, C++
About
I build production‑minded ML and trading apps with FastAPI, and I enjoy polishing the UI with HTML/CSS. Focused on clean code, clear docs, and reliable systems — 14 public repositories and 0 followers on GitHub.
Skills
- Python
- C#
- HTML
- C++
- Github Config