A data pipeline and retrieval-augmented generation platform with microservices, API gateway, and document intelligence.
Go
Kafka
LangChain
Docker
About
Modern systems with practical UX.
I am a software engineer focused on backend architectures, distributed platforms, and AI-enabled operations. I pair strong technology choices with interface clarity so teams and users can move faster.
My work emphasizes reliability, clean APIs, and user-friendly flows. I enjoy translating technical complexity into intuitive experiences for real projects.
Tech Stack
Tools & technologies I work with.
Primary
Backend Architecture
Designing scalable microservices, RESTful APIs, and event-driven systems with clean separation of concerns.
Go
Node.js
Python
Kafka
ML
AI / ML
Building intelligent pipelines with PyTorch, LangChain, and RAG architectures.
PyTorch
LangChain
ResNet
Databases
MongoDB
PostgreSQL
Redis
DevOps
Docker
CI/CD
GitHub
Design
Design Systems
Creating consistent, accessible UI components and design tokens that scale across products and teams.
CSS
Tailwind
Figma
a11y
Selected Work
Projects built for clarity and scale.
A PyTorch image classifier with ResNet fine-tuning, used for reliable species recognition and quality evaluation.
PyTorch
ResNet
Python
Jupyter
A REST service with endpoint reliability, validation, and CI/CD for review workflows and operational reporting.
Node.js
Express
MongoDB
Jest
Testimonials
Trusted by teams and collaborators.
Bagio delivers backend systems that are stable, performant, and easier to maintain. His work improves both developer velocity and product reliability.
A strong engineer with a great eye for how architecture affects product experience. His code and documentation are both clean and practical.