Featured Projects
A selection of my recent work in data science, machine learning, and full-stack development
About Me
About Me
ML Engineer with end-to-end experience: I train models, deploy them to production and automate the pipelines with MLOps. I came up through full-stack development, so to me a model does not end at a validation metric. It ends in an interface where someone uses it to decide something.
What I can cover
I can take a data problem, train a model, deploy it to GCP or AWS with CI/CD, and build the dashboard the end user works in. The full cycle, from problem to product.
Right now
I'm building Nebluna Café, my roasted coffee brand. Nebluna Analytics came out of it: the demand forecasting system listed in the projects, built to solve a real problem in the business. Open to ML Engineer roles and to freelance ML or data projects, end to end.
Experience
TikTok
QA Analyst, Trust & Safety
April 2024 - July 2026
Quality analysis of moderation decisions at scale, on a platform with a massive user base.
Freelance
Full-Stack Developer
September 2021 - Present
Building and shipping complete web applications for clients, from the database to the interface.
Education & Certifications
Le Wagon
Data Science & AI Bootcamp
Graduated November 15, 2025
Tech Stack
Frontend
Backend
Data & ML
Tools
Get In Touch
Let's discuss your next project or collaboration opportunity
Ask my portfolioAI
Ask about the projects on this site and I'll answer from what's actually written here, with a link to the project I'm drawing on. If you'd rather talk to Fernando, say so and I'll pass along your details.
Answers are generated with AI (Claude) from the projects on this site. Anything outside them, I'll say I don't know.
Or reach out directly:
Quick Response
I typically respond to emails within 24 hours. Let's discuss how we can work together!






