The project
notebook.

A collection of builds, coursework, and experiments.
Start with a featured story, or browse the shelves.

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11 projects

Data science

Coin-Scan

Philippine coin detection and counting with YOLOv8 and OpenCV.

Source

Web apps

RecipeChecker

A group-built recipe management project with relational data and browsing workflows.

Source

Data science

Match Prediction

Exploring League of Legends match outcomes with ranked-game data.

Source

Data science

NeuralLab

Feedforward neural-network experiments using the Iris dataset.

Source

Data science

Chip

Exploratory analysis of semiconductor performance data.

Source

Data science

Neural

Housing-price regression with feature engineering and notebooks.

Source

Data science

Classification

Comparing several classifiers on the Iris dataset.

Source

Data science

Titanic

Survival prediction, exploratory analysis, and model comparison.

Source

Data science

Regression Models

Ames Housing regression experiments and prediction analysis.

Source

Web apps

Project UNITE

A Django web application with a product-focused frontend.

Source

Websites

Portfolio Website

This evolving home for my projects, experiments, and story.

Source

Let’s build
something useful.

A website, a web app, an AI idea—or an opportunity to work together. I’d love to hear about it.

Say hello

mdasoriano01@tip.edu.ph Find me on LinkedIn Request my CV

The projectnotebook.

Let’s buildsomething useful.

The project
notebook.

Let’s build
something useful.