• I only like using Python (specifically with PyTorch, NumPy, and Scikit-Learn for ML)
• For development, my go-to ecosystem is:
  • Backend: FastAPI, SQLModel, Django
  • Databases: PostgreSQL, SQLite
  • Frontend & Mobile: JavaScript, React, Flutter

Research & Theory

• I'm Interested in ML and Deep Learning research for both theory and practical application.
• I generally don't like math but I need it for ML (currently grinding through Linear Algebra & Calculus).
• I'm currently learning about Transformer Architectures (encoders, decoders, and multi-head attention).

Engineering & Architecture

• Designing and building AI Agents and autonomous workflows.
• Exploring the intersection of data pipelines and software architecture.
• Deeply interested in Deep Learning, NLP Architecture, and building robust data engineering systems.

Hobby

• I love joining hackathons.

Email: rmvilla987@gmail.com LinkedIn: linkedin.com/in/villarm

“Believe it or not but I really want to build something that helps humanity.”