Portfolio

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React

Next.js

TypeScript

Prismic

Repeet: a language learning experiment

A player for language learning dialogues that synchronises audio, transcripts and translations, used in an academic research project.

Python

Flask

Firebase

Google Cloud

This was the first major web development project I worked on, being the focus of a 5 month full-time industry placement. (I happened to be assigned to the university itself, and ended up spending more time there than the rest of my degree combined 🤷‍♂️)

I came on during the early stages of the chatbot's development, working across both the front end and back end as well as designing content for the chatbot (training phrases, responses, etc.)

The front end is built using React with Hooks + Redux, while the back end is a Node.js application using Express. Client-server communication uses WebSockets, and Google's Dialogflow platform provides the chatbot's Natural Language Understanding (NLU).

Chat 365 @ Monash University

A chatbot to streamline the student service experience at Monash University, designed and built in-house using React and Dialogflow.

Node.js

Redux

Dialogflow

As a CSIRO 2018-2019 Summer Vacation Scholar, I built a deep learning model for analysing the emotional content of social media content in three commonly used languages within Australia: English, Chinese and Arabic.

Initially I used scikit-learn to build an SVM classifier, but eventually moved towards building on Google's then-recently released BERT deep learning architecture using the PyTorch Transformers library (then known as pytorch-pretrained-bert).

Analysing emotions in tweets using deep learning

A multilingual emotion detection model trained on social media texts, based on Google's BERT.

Hi, I'm
Damon /deɪmən/

Projects

Portfolio

Repeet: a language learning experiment

Chat 365 @ Monash University

Analysing emotions in tweets using deep learning

Hi, I'm Damon /deɪmən/

Projects

Portfolio

Repeet: a language learning experiment

Chat 365 @ Monash University

Analysing emotions in tweets using deep learning

Hi, I'm
Damon /deɪmən/