Abnormal motion detection with trajectory and deep learning
My MSc Thesis research project: The development of an autoencoder for the detection of abnormalities within the inD dataset
Hello world :)
I am a software developer based out of Loughborough,
I started coding as a teen and haven't stopped since!
I recently graduated from the University of York with Masters and Bachelors in advanced computer science and computer science respectively and am currently employed as a software engineer at The Access Group.
I'm an outgoing person who enjoys theatre in my spare time.
Most of my experience lies in Python development, with a focus on deep learning, computer vision and joint applications of the two.
I also have experience in other languages such as HTML (which I used to build this site), Java, and SQL.
Core skills
Previous work
Some examples the kinds of projects I have worked on in the past, for additional projects and code have a look on my Github
Human Action Recognition from video sequences using Artificial Neural Networks
My BEng disseration research project: The development of a CNN-ANN for the classification of actions within the UFC101 dataset.
KROY
A team design project involving the development of a playable game based on client specifications and feedback
Certificates & Awards
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Master of Science: Advanced Computer Science University of York - 2022 |
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Bachelors of Engineering: Computer Science University of York - 2021 |
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Jack Petchey Award
Awarded for the enrichment of my local area through theatre - 2018 |
Theatrical experience and other projects
| Acting | Directing | Producing |
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I have been acting my whole life, and have performed at such venues as: The York Theatre Royal, The Soho Theatre and the National Theatre. I most recently starred in of Foxglove Theatre's production of Brad Birch's The Brink You can find a review of my performance work here |
I have directed a number of theatrical performances, most recently as part York's Drama Society, where I co-directed a production of Jack Bradfield's Art Heist |
I have produced for a number of large scale productions, most recently when I produced Lucy-Jo Finnighan's Over on Grim Street as part of the Online@TheSpace Theatre festival You can find some reviews of my production work here, here and here |