Fernando RiosData Scientist & Full-Stack Developer

Passionate about transforming data into insights and building scalable solutions that drive real-world impact.

Featured Projects

A selection of my recent work in data science, machine learning, and full-stack development

Compañeros en Ruta

Compañeros en Ruta

Full-Stack

A production-grade, multi-tenant SaaS platform for logistics and distribution management, built with a strict database-driven architecture.

Objective

Develop a scalable SaaS solution for distribution networks with strict data isolation and real-time operational metrics.

Theme

Enterprise Modern SaaS

Next.js 15
Supabase
React 19
+3
Portfolio Website

Portfolio Website

Web Development

Bilingual portfolio site built with Next.js 16, MDX content management, and type-safe architecture for showcasing data science and full-stack projects.

Objective

Create a maintainable, bilingual portfolio that makes it easy to add new projects and presents technical work clearly across devices and languages.

Theme

Modern, clean design with smooth animations and professional presentation.

Next.js
React
TypeScript
+5
Coffee Disease Detection

Coffee Disease Detection

Machine Learning

Computer vision system that identifies diseases in coffee plants from leaf images using CNN architectures, deployed as a production API.

Objective

Build a reliable classification system that prioritizes disease detection recall, helping coffee farmers identify plant diseases early enough to act.

Theme

Agricultural AI with focus on precision farming and disease prevention.

Machine Learning
Computer Vision
Deep Learning
+5
Sonámbulo Estudio Creativo

Sonámbulo Estudio Creativo

Web Development

Corporate website for a creative studio with scroll-driven animations, interactive capability showcases, and a dynamic case study portfolio.

Objective

Design an immersive website that communicates the studio's value proposition through motion, structure, and storytelling, turning a corporate site into an experience.

Theme

Modern corporate with bold lime accents and fluid animations.

Next.js
React
Framer Motion
+5
PerfectApp

PerfectApp

Full-Stack

B2B sales force automation and customer loyalty platform for the CPG industry with multi-role dashboards, field visit tracking, and a points-based rewards system.

Objective

Replace fragmented spreadsheet-based workflows with a centralized platform that tracks field execution, automates order validation, and incentivizes retail clients through a loyalty program.

Theme

Data-driven operational platform with role-based access and real-time field execution tracking.

Next.js
React
MongoDB
+5

About Me

Profile picture

Fernando Rios

Data Scientist & Full-Stack Developer

About Me

I'm a data scientist and full-stack developer with a passion for creating innovative solutions that bridge the gap between complex data analysis and user-friendly applications. With expertise in machine learning, statistical modeling, and modern web development, I help organizations unlock insights from their data and build scalable digital products.

Education & Certifications

Le Wagon

Data Science & AI Bootcamp

Graduated November 15, 2025

Tech Stack

Frontend

React
Next.js
TypeScript
Tailwind CSS

Backend

Node.js
Python
FastAPI
PostgreSQL
MongoDB

Data & ML

Pandas
NumPy
Scikit-learn
TensorFlow
Jupyter

Tools

Git
Docker
AWS
Vercel
VS Code
Google Colab
GCP

Get In Touch

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