Software ML Engineer & Data Scientist with a background in Theoretical Physics.
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Adding Verbatim Box Support to from_ir() in Amazon Braket Python SDK
An open-source contribution to the Amazon quantum computing library via Amazon Braket Python SDK repository. Adding Circuit.from_ir() support for correct translation of OpenQASM programs containing verbatim circuits.
Exoplanet Detection using Hybrid Ensemble ML Architecture and NASA Open Source Datasets
Using Hybrid Ensemble ML architecture for exoplanet detection.
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.
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Current work
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.
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. Advisor: David Clement Johnson.
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