Contains the demo files that I used for my talk.

Using homography and facial landmarks, we were able to create a face shield dataset + model. By Darwayne Alfaro (Back-end and Front-end developer) and Joshua Isanan (Modeling and Data creation).

Used PyTorch to implement a Character RNN to generate a lovesong based on a dataset given + kaggle's dataset.

Used Transfer Learning with Pytorch to fine tune BERT's model to perform category classifier on scraped Rappler data.

My solution to the zodiac challenge. Done in PyTorch utilizing Transfer Learning on the ResNext Model.

My submission for the challenge by one of my peers: Image binary classification. Utilized Transfer Learning concepts and CNNs with PyTorch

A 3 course specialization covering Linear Algebra, Multivariate Calculus and Principal Component Analysis

A 9 course specialization from IBM.

A 5 course specialization with a data analysis final project each

Using knn machine learning, the app can detect and recognise text via your webcam without the use of modern ML and OCR libraries or APIs.

Snippr is a web-application done in Django and Vue.js. It mimics github but it forces the users to upload code as well and the users who'll comment on the issue are forced to change the code of the…

A package used to compare two snippets of code.

noLine is an automated queuing system utilizing Django REST, VueJS, Electron and Kotlin. The application has its own Machine Learning algorithm to calculate the waiting time. John Matthew - Fronten…

A web application that gives you possible Jeepney options when you input an origin and a destination. Utilizes Prim's Algorithm for giving the routes. By Renz Bernados, Jan Mikhail Gaid and Joshua …

A webrtc implementation in Django and VueJS using Opentok that works on IOS browsers with Safari 11

Created Unit Tests from a co-worker's mini project.

A requirement for CS 5014 Advanced Java. A POS system done in Play! Framework and AngularJS (Backend - Joshua Isanan, Frontend - Rico Mesina)

A webapp coded in Node through Express(backend), raw JS with some Jquery(frontend) inspired by myAnimeList and IMDB, except catered to games.

My second iteration of the Django Tutorial "Polls", with login and commenting