🚀 AI Builder | ML Engineer | Startup Founder
📍 Niagara Falls, Canada

I design and ship intelligent systems — from predictive models to production-grade AI products.

Master’s student in Data Analytics with a background that combines:

• Corporate-scale engineering (MercadoLibre)
• Trust & financial systems (Oliveira Trust)
• AI-powered startups (Student Compass & DUKApp)
• End-to-end product architecture (TEKO)

I specialize in building real-world systems — not just notebooks.

Worked on large-scale data and platform environments, gaining exposure to high-traffic systems, structured experimentation, and marketplace dynamics.

Experience with structured financial data, reliability, and operational rigor in regulated environments.

https://studentscompass.ca/
AI-powered digital career transformation platform.
Built with FastAPI, Supabase, BigQuery, and LLM-based resume intelligence.

63-day structured habit & performance app.
Built in Flutter + Supabase with analytics, subscription logic, and scalable backend architecture.

AI-driven system focused on intelligent automation and applied LLM workflows.
Designed around prompt engineering, structured outputs, and production-ready pipelines.

Python • SQL • TypeScript • Dart

Pandas • NumPy • Scikit-learn • Model Evaluation (R², RMSE, MAE)
Feature Engineering • Predictive Modeling

OpenAI • Gemini • Embeddings • RAG
Structured JSON outputs • Prompt systems • Cost control

FastAPI • AWS Lambda • Supabase • PostgreSQL
Edge Functions • Async pipelines

Flutter • HTML • CSS

• Production > Prototypes
• Systems thinking > Isolated scripts
• Measurable metrics > Vanity results
• Clean architecture & atomic commits

🎥 Technical content creator (Data Science & AI)
🌎 Trilingual: English • Spanish • Portuguese
📈 Building at the intersection of AI, analytics, and entrepreneurship

If you're working on AI systems, scalable data products, or ambitious startups — let’s build.

🌐 Students Compass 🌐 Teko 🌐 Portfolio 🌐 YouTube 🌐 Linkedin