- 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.”