Hayden Faulkner
Research Engineer at Insight Via Artificial Intelligence
Adelaide, South Australia
Summary
👤
Senior🎓
Top SchoolHayden Faulkner is a research engineer and ML expert with a PhD in Artificial Intelligence and over a decade of experience applying computer vision and machine learning across industry and consultancy roles. Based in Adelaide, he leads ML efforts at Woven Optics while consulting for agricultural and sports-tech clients, translating research ideas into production systems that inform and improve communities. His background blends rigorous academic training with creative visual-effects and computer graphics skills, enabling novel approaches to data extraction, interpretation and visualization. Known for pragmatic experimentation, he bridges deep learning research and applied engineering to deliver impactful, interpretable solutions.
12 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy - PhD, Artificial Intelligence, Doctor of Philosophy - PhD, Artificial Intelligence at University of AdelaideGraduate Certificate, Creative Arts (Visual Effects), Graduate Certificate, Creative Arts (Visual Effects) at Flinders University
Github Skills (38)
image-classification10
semantic-segmentation10
gluon10
action-recognition10
pose-estimation10
object-detection10
computer-vision10
pytorch9
machine-learning9
mxnet9
deep-learning9
python8
datasets8
neural-network8
data-science7
Programming languages (3)
Github contributions (5)
HaydenFaulkner/Attributes_SVO_Video_Captioning
Oct 2020 - Feb 2021
Contributions:133 commits, 67 pushes in 3 months
HaydenFaulkner/VideoYOLO
Sep 2020 - Sep 2020
Object Detection for Video with MXNet and GluonCV using YOLOv3
Contributions:3 commits, 374 pushes, 1 branch in 1 day
mxnetobject-detectionyolov3datasetsdetection
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