About Me

I work on complex systems
where architecture actually matters.

I'm a software consultant focused on building and evolving complex systems — from distributed architectures to AI-driven platforms.

Most of my work starts where things stop being simple: scaling issues, unclear system design, or machine learning models that need to work in production, not just in theory. I work across the full stack, but my focus is on making systems reliable, maintainable, and aligned with real-world constraints.

I've worked on financial systems, medical AI research, and enterprise software — including machine learning models for medical imaging and automation systems for accounting workflows.

I want to help teams and companies build software that can grow and adapt over time, without falling apart as complexity increases.
If that sounds like a challenge, we should talk.

ChG4bbo Brand Logo
about.ts 
const ChG4bbo = {
  focus: "Complex Systems & AI",
  approach: "Architecture first",
  mindset: "Complexity is a challenge",
  building: [
    "Full stack App",
    "AI systems",
    "Scalable platforms",
  ],
};

export default ChG4bbo;
Core Technologies

Tools & Technologies

The technologies I use most, built up through years of working on real systems.

Languages

C# Python TypeScript JavaScript SQL NoSQL Dart Java

Backend & Frameworks

.NET FastAPI Node.js Express REST GraphQL gRPC

Frontend

Blazor React Angular Astro Tailwind CSS Flutter

AI / ML

TensorFlow PyTorch ML.NET Scikit-learn Pandas ML.NET

Cloud & DevOps

Docker Kubernetes GitHub Actions

Data

PostgreSQL SQL Server MongoDB SQL Lite Redis MySQL
Selected Experience

Professional Journey

Key roles that shaped how I think about systems and software.

2023 — Present

Software & AI Solutions Architect

Independent

  • Design system architectures for clients in finance, healthcare, and enterprise software
  • Build and deploy ML pipelines that run in production, not just notebooks
  • Lead technical decision-making on distributed systems, data models, and integration strategies
2021 — Present

Full-Stack Developer

Tecnos Group SRL

  • Designed and maintained accounting systems handling real-world financial workflows
  • Built ML-based classification pipelines for bank transaction reconciliation, integrated into production
  • Worked on system reliability, data integrity, and performance under daily operational load
2024 — Present

AI Researcher

Aigon SRL

  • Developed deep learning models for medical imaging: Alzheimer detection from MRI, tumor classification
  • Built multi-modal pipelines combining imaging data with genomic features
  • Co-authored a patent on diagnostic methodology with the research group
How I Work

Approach & Principles

The engineering principles behind how I design and build systems.

System Design Over Features

I focus on how components interact, fail, and evolve — not just what they do today. Features change; architecture decisions compound.

Trade-offs and Constraints

There are no perfect solutions. I make trade-offs explicit — between cost, complexity, performance, and team capacity — and choose what fits the real context.

Production-First Mindset

A system that works in staging but breaks under real load is not done. I design for production conditions from day one: observability, error handling, data integrity.

Long-Term Maintainability

Code lives longer than the team that wrote it. I structure systems so they remain understandable and changeable without requiring the original author.