Amber Abuah

Graduate MSc AI student aspiring to start a career in AI and Data Science.

About Me

Hi there, I'm Amber Abuah a recent MSc AI graduate! I have a plethora of skills ranging from game development within Unity to Machine Learning within Python and am currently looking for employment within the field of AI/ML or Software Engineering. Take a gander at some of the projects I've worked on below!

Projects

Cat Breed Identifier

Python
Tensorflow
Keras
GitHub Repo
Try it!

A Python app capable of predicting a cat's breed from an image. Trained on the Oxford IIIT Cats and CatBreedsRefined-7k datasets.

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.

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.

Read more...

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