Itziar Morales Rodríguez

Software Engineering Student · Data Science & AI Minor · Madrid, Spain

I build data pipelines, machine learning systems, and backend APIs. Currently completing a B.S. in Software Engineering at U-tad, looking for a remote data engineering or applied ML internship.

Featured Projects

AD-ODM

Object-document mapper for MongoDB and Redis implemented in Python. Lightweight ODM with custom serialisation and common pattern examples.

Python · pymongo · redis-py

BildyApp

Backend REST API for a fictitious company managing clients, projects, and certifications. Role-based auth, CRUD endpoints, containerised with Docker.

Node.js · Express · JWT · Docker

Alphanumeric Classification

ML pipeline for classifying alphanumeric characters with data augmentation. Full scikit-learn pipeline from preprocessing to evaluation.

Python · scikit-learn · Data Augmentation

Dogs vs Cats

Image classification using CNNs and transfer learning. Built and fine-tuned a Keras/TensorFlow model on the classic binary classification benchmark.

Python · TensorFlow · Keras · Transfer Learning

Fitness Tracking Visualisations

Personal fitness data analysis with time-series visualisations and customisable performance dashboards built in Python.

Python · pandas · matplotlib · seaborn · plotly

Firearm Homicides Dashboard

Interactive Tableau dashboard analysing firearm homicides in the US, with regional and temporal trend breakdowns.

Tableau · CSV data processing · Data cleaning