About Me
Passionate computer science honours graduate with the vision of harnessing the power and potential within deep learning to create a positive impact on our planet. 5+ years previous experience in management and technical roles within the events industry and ~3 year using Python for machine and deep learning. Enthusiastic, highly motivated and eager to take on some of technology's greatest challenges.Education
2015 | Higher Certificate in Sound Production
SAE Institute, Cape Town, South Africa
2018 - 2021 | BSc Honours in Computer Science
1st Class, Arden University, Coventry, England
2021 - Present | MSc Artificial Intelligence
University of Leeds, Leeds, England
Portfolio
Below are a few small projects of mine. Click the 'VIEW CODE' button to see more.Neural Style Transfer
Neural Network, VGG19, Tensorflow, OOP
Blending two images together - a content image and a style image - using deep learning resulting in the content images 'painted' in the style of the style image. My example uses an image of mine of mountains in the Western Cape, South Africa, as the content image and the Starry Night painting by Van Gogh as the style image.
YOLO Book Recommender
YOLOv3, Pytesseract, OpenCV, Google API
The idea for this project was to get personalised book recommendations by taking a picture of your book shelf, or any bookshelves that sparks your interest. The network recognises the books on your bookshelf, and suggests some additional books you may like.
BiLSTM Sunspots Prediction
Deep Neural Network, BiLSTM, Tensorflow
Predicting the number of sunspots per month using Conv1D, BiLSTM, Dense and Lambda layers, as well as using the LearningRateScheduler() callback to find the optimal learning rate for training.
Contact Me
Transcripts, work experience, references letters, dissertation and publications can be supplied upon request. Use the form below via formspree, or contact me directly at:chadgoldsworthy@gmail.com
+27 76 594 5299