Data Annotator (Mercor + Outlier)
Worked on labelling various types of data (text, video, images, audio) and aided with model response evaluation and characterization.
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Live transcriber. Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Doctor of Medicine, University of Toronto (2026) and Bachelor of Science, University of Toronto (2021). AI-training focus includes data types such as Medical DICOM and labeling workflows including transcription.
Worked on labelling various types of data (text, video, images, audio) and aided with model response evaluation and characterization.
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As a live transcriber, I support accessibility initiatives for students who are deaf or hard of hearing. My role includes transcribing lectures in real-time and maintaining communication with both the department and faculty. This position requires excellent listening skills, fluency in typing, and attention to detail while multitasking. • Provided on-the-spot transcription during live lectures • Ensured students receive equitable access to educational content • Liaised with academic staff for accurate lecture delivery • Maintained confidentiality and adhered to institutional protocols
As a research assistant, I contributed to academic projects focused on literacy and early intervention for at-risk readers. I assisted in data collection, transcription, and onboarding of new lab members. This role demanded research acumen, language skills, and collaboration with a diverse academic team. • Directed standardized data collection sessions for research • Transcribed interviews in both French and English • Trained new team members in research protocols • Supported studies aiming to improve early literacy detection
Doctor of Medicine, Medicine
Certificate, Global Health
Live Transcriber
Administrative Assistant