Audio recording and labelling
Don T DiscloseAudioData Collection
n/a
n/a
2025
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Key Skills
Software
Labelbox
Mercor
Mindrift
SuperAnnotate
Toloka
TelusOther
Internal/Proprietary Tooling
Top Subject Matter
No subject matter listed
Top Data Types
Audio
Medical Dicom
TextTop Task Types
Audio Recording
Data Collection
Prompt Response Writing SFT
Text Generation
Text Summarization
Freelancer Overview
I am a Clinical Scientist (Radiotherapy Physics) practising in the UK with end-to-end AI training-data experience across healthcare and STEM. Within our clinical workflow, I use an AI contouring tool to auto-segment organs on CT; I review and correct OAR labels, resolve misidentifications, and ensure DICOM-RT structure sets are ready for treatment planning—accelerating bespoke radiotherapy plans and feeding back high-quality labels to improve the model. Tooling: DICOM-RT, contour QA, Labelbox; domains: CT/MRI, dosimetry, oncology. Outside clinical work, I have built undergraduate-level physics datasets (Micro1), authored LaTeX-formatted golden responses, and designed/graded prompts and rubrics (Outlier, Mindrift). This work includes response comparison and error analysis, rubric correction, and prompt review, plus NDA-bound voice-data labelling (Alignerr/Labelbox). I hold an MSci (Medical Physics, UCL), completed the Scientist Training Programme (STP), and am a certified Clinical Scientist. I bring physics-grade precision, audit-ready documentation, and a strong feedback loop between clinical workflows and model improvement.
IntermediateEnglishCantoneseChinese Mandarin
Labeling Experience
Therapancea
Internal Proprietary ToolingMedical DicomObject DetectionDiagnosis
we use an AI contouring tool at my current workplace to map and outline organs in CT scans. As a radiotherapy physicist, I frequently have to correct the AI when it misidentifies certain organs, thereby helping to improve the model. This process is important because it streamlines the creation of bespoke treatment plans for cancer patients.
we use an AI contouring tool at my current workplace to map and outline organs in CT scans. As a radiotherapy physicist, I frequently have to correct the AI when it misidentifies certain organs, thereby helping to improve the model. This process is important because it streamlines the creation of bespoke treatment plans for cancer patients.
2023
Outlier IRIS GAMBIT
Internal Proprietary ToolingTextPrompt Response Writing SFT
Generating prompts (Physics at an undergraduate level), surveying responses generated by the current AI, correcting the responses by writing a ‘golden response’ and finally generating a set of rubrics so the AI can learn to reach the correct response. On top of generating prompts I was also involved in reviewing prompts generated by others and correcting them.
Generating prompts (Physics at an undergraduate level), surveying responses generated by the current AI, correcting the responses by writing a ‘golden response’ and finally generating a set of rubrics so the AI can learn to reach the correct response. On top of generating prompts I was also involved in reviewing prompts generated by others and correcting them.
2025 - 2025
Outlier GreenClaw
Internal Proprietary ToolingTextEvaluation Rating
Reviewing LLM generated responses. Grading different models of responses across numerous criteria.
Reviewing LLM generated responses. Grading different models of responses across numerous criteria.
2025 - 2025
Micro1 AI Training Project
Internal Proprietary ToolingTextText Generation
Micro1 - creating data sets answering Physics questions (from verified textbooks) at a university level. Generating golden answers/ responses in LaTex format.
Micro1 - creating data sets answering Physics questions (from verified textbooks) at a university level. Generating golden answers/ responses in LaTex format.
2025 - 2025
Education
K
King's College London
Master of Science, Clinical Science (Medical Physics)
Master of Science
2019 - 2022
U
University College London
Master of Science, Medical Physics
Master of Science
2011 - 2016
Work History
E
East and North Hertfordshire NHS Trust
Band 7 - Clinical Scientist (Radiotherapy Physics)
London
2023 - Present
E
East and North Hertfordshire NHS Trust
Band 6 - Trainee Clinical Scientist
London
2019 - 2023