Marcos Nespolo

Featured projects

Side projects, front to back

Solo builds where I explore Applied AI in real product contexts. Designed, coded and shipped from start to finish.

Lume
In progress

Lume

Exploring applied AI in clinical workflows

  • Concept exploring RAG for clinical context
  • Fully designed and prototyped
  • Solo build, full ownership
Next.jsClaude APIPostgrespgvector
Atlantis
Archived

Atlantis

Aquarium fish-compatibility recommender · UFPR graduation project

  • Curated fish-species database
  • Compatibility checks across tank conditions
  • Built during graduation at UFPR
ReactNode.jsPostgres
HarmonizAi
Production

HarmonizAi

Wine recommender by food pairing · classical NLP, no LLMs

  • spaCy + rapidfuzz pipeline parses free-text queries
  • 1,688 wines scored on 4 transparent components
  • 101 dishes hand-curated from sommelier literature
PythonspaCyFastAPISQLiteNext.js
AVIAO · APPrendendo
Archived

AVIAO · APPrendendo

Technical-school capstone (2013). Math web app that teaches by exercise, never by reveal.

  • Built at 16, inside the AVIAO research group at IFPR
  • No answer reveal. Only progressive hints and content snippets
  • Pivoted from native Android to multi-platform web mid-project
PHPMySQLJavaScriptHTML5CSS3
Case study
ACAT
Archived

ACAT

First project ever. A step-by-step trigonometry solver in C# (2011).

  • Built at 14, self-taught C# for the GUI
  • 1st place · Innovation · IFPR Science Fair
  • Triangle solver picks sines/cosines/right-triangle automatically
C#.NET FrameworkWindows Forms