Available for work

Hi, I'm Juan Manuel —
Software & ML Developer

Building modern apps and exploring machine learning. Based in Argentina, open to new opportunities. Always improving.

About me

Passionate developer,
always learning.

I'm a software developer with a Higher Technical Degree in Software Development (in progress) at Instituto Superior Santo Domingo, Córdoba. I love building things, from full-stack web apps to ML models. Recently completed a Machine Learning Engineer course and I'm always exploring new technologies.

What I know

Skills & Tools

A mix of web development, machine learning, and infrastructure tools I've learned and applied across projects.

🤖 Machine Learning & Data

Python scikit-learn pandas NumPy XGBoost Linear Regression KNN Random Forest Jupyter Notebook Google Colab

🌐 Web Development

JavaScript React Next.js Node.js Express PHP HTML / CSS

🖥 Backend & Languages

Java Python Android Studio SQL / MySQL / SQLite Flask

🛠 DevOps & Cloud

Docker Redis AWS Git & GitHub Virtual Machines

🔒 Networking & Infrastructure

Linux Windows Server DNS / DHCP / FTP HTTP / SMTP OSI Model Router Config Basic IT Security

Portfolio

My Projects

Projects built through freelance work, academic coursework, and personal exploration.

🎬

Front Back Demo

PeliculApp

Full-stack movie platform for searching, exploring and managing a personalized movie catalogue.

Full StackReactNode.jsMySQL

🚕

Featured ML

CabCast → view case study

NYC taxi fare & duration prediction. LightGBM models with R² 0.97, deployed via FastAPI + Docker + Redis with a live Next.js frontend.

LightGBMFastAPIDockerRedisNext.js

🗂️

GitHub

Contact Manager

CRUD web app for managing contacts with search, filters and a clean UI.

FlaskPythonMySQL

⛷️

Live

Ski Instructor Website

Freelance project — responsive static site for a ski instructor built with React.

ReactFreelance

🏙️

Live

BairesTour Web

Interactive site that guides users through the essence of Buenos Aires with custom UI.

HTMLCSSJavaScript

🏨

GitHub

Hotel Booking System

Android app for hotel reservation management with room availability and booking flows.

JavaAndroid Studio

Background

Education

Formal studies and certifications that shaped my skill set.

2024–now

Higher Technical Degree in Software Development

Instituto Superior Santo Domingo · Córdoba, Argentina

In progress

2025

Machine Learning Engineer Course

Anyone AI · E-learning

Completed

2024

Expert Course in Network Administration & Security

Aprender21 · E-learning