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Sonja-Michelle A.

Sonja-Michelle A.

AI-assisted clinical documentation experience using medical scribe/note-generation systems to produce and evaluate struc

Canada flagN/A, Canada

Key Skills

Software

No software listed

Top Subject Matter

AI-assisted clinical documentation
medical note generation
referral letter drafting

Top Data Types

DocumentDocument
ImageImage
TextText

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

AI-assisted clinical documentation experience using medical scribe/note-generation systems to produce and evaluate struc. Brings 27+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Doctor of Optometry, University of Waterloo and Bachelor of Science, University of Calgary. AI-training focus includes data types such as Document and labeling workflows including Prompt + Response Writing (SFT).

Labeling Experience

AI-assisted clinical documentation experience using medical scribe/note-generation systems to produce and evaluate structured clinical notes.

DocumentDocumentPrompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Clinically deployed AI medical documentation tools to generate and refine referral-ready clinical notes and summaries from unstructured patient information. She dictated patient histories and clinical findings into AI systems and iteratively edited the output to ensure extracted information was accurate and relevant for interdisciplinary communication. She assessed AI-generated summaries for completeness, clinical relevance, and correctness, using clinician judgment to guide improvements in AI-driven documentation workflows. • Inputs involved unstructured clinical narratives and patient history text. • Outputs involved structured clinical documentation and referral letter content. • Labeling effort included identifying what information to extract and correcting generated text. • Evaluation focused on completeness and factual/clinical accuracy of the AI summaries.

Present

Education

U

University of Alberta

N/A, Occupational Therapy

N/A
Not specified
U

University of Calgary

Bachelor of Science, Zoology

Bachelor of Science
Not specified

Work History

I

Independent Optometry Practice

Doctor of Optometry

N/A
2000 - Present
C

Canadian Examiners in Optometry

Item Reviewer and Writer

N/A
2000 - 2000