Data Scientist & Software Engineer with a background in Theoretical Physics.
Featured Project
JumpLens: Real-Time Dynamic Graphs, Video Overlays & Coach Data Analysis Toolset
Providing feedback and analysis of horizontal jump performance. Advisor: David Clement Johnson. Club Affiliation: Belgrave Harriers, Ealing Southall & Middlesex AC, Achilles Club, Oxford University Athletics Club
Video Annotation Workflow for Push-off Movement Detection using Bounding Boxes
Annotating video frames to train the ResNet18/34 model to identify push-off movement in horizontal jumps to measure phase distances. Advisor: David Clement Johnson.
Latest Projects
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Setting Up Label Studio with Amazon S3 for Video Annotation
A guide to setting up Label Studio with Amazon S3 for video annotation workflows, including source and target storage setup, IAM permissions, and import filters. <strong>Advisor:</strong> David Clement Johnson.
Dataset Preparation for Push-off Movement Detection via ResNet18/34
Preparing and annotating a dataset to train ResNet18/34 model to identify push off movement in horizontal jumps. <strong>Advisor:</strong> David Clement Johnson.
Exoplanet Detection using Hybrid Ensemble ML Architecture and NASA Open Source Datasets
Using Hybrid Ensemble ML architecture for exoplanet detection.
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