Amber Abuah

An individual with a love of Computer Science and a commitment to excellence. Experienced in game development, machine learning and graphic design.

About Me

Hi there, I'm Amber Abuah, a BSc Computer Science graduate who is currently pursuing a Masters in AI at Royal Holloway University.

I have a plethora of skills including game development, machine learning and graphic design. I have been using Unity for around 6 years which has made me proficient in C# and given me a firm understanding of the game development workflow. I also frequently experiment with Machine Learning using ML-Agents and Python. Finally, I have created graphic designs for Royal Holloway's Computing Society, some of which have been on displayed on campus for all students to see.

Below you'll find some of the projects I've worked on. If you have any questions please don't hesistate to contact me!

Projects

RNN Poem Generator

Python
Generative AI
Tensorflow
Keras
GitHub Repo
Try it!

A Recurrent Neural Network able to infinitely generate poetry. Trained using Tensorflow & Python.

Amazon Rating Prediction

Python
Scikit-Learn
NLP
GitHub Repo
Try it!

An app capable of predicting Amazon ratings solely from review text, using a Multinomial Naive Bayes classifier.

DDPM Anime Face Generator

Python
Hugging Face
Generative AI
Hugging Face Repo

A Denoising Diffusion Probabilistic Model trained to generate unconditional anime face images using a U-Net.

Chatbot

Python
NLP
Tensorflow
NLTK
GitHub Repo

A Chatbot with intents trained using Tensorflow and a Deep Neural Network.

Mediapipe Pose Detection

Python
Mediapipe
Pose Detection AI
GitHub Repo

A Python program capable of comparing poses within images to check for accuracy, with the help of Mediapipe.

Self Play with Unity ML-Agents

C#
Unity
Reinforcement Learning
Python
Photoshop
Blender
Video

A Unity game designed for my final year university project. The game contains an agent which has been trained through self-play to defeat the player by strategically placing units on tiles.

Turn Based Combat

C#
Unity
Photoshop
GitHub Repo
Video

A game developed by myself, where I was responsible for designing the codebase in C#, UI design, visual effects and gameplay mechanics.

Designs

An unused website design created for Royal Holloway's Computing Society.

Additional Skills

Blender
3D Character Modelling
Photoshop
Video Editing
Premiere Pro
Social Media Management

Contact