Grace M.

Key Skills

Software

Other

Top Subject Matter

Natural language processing and speech recognition dataset preparation

Legal transcription and ASR dataset preparation

Legal transcription

Top Data Types

Text

Audio

Video

Document

Top Task Types

Transcription

Freelancer Overview

AI Training and Data Annotation Contributor (Remote/Freelance). Brings 6+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Bachelor of Medicine and Surgery, Jomo Kenyatta University of Agriculture and Technology (JKUAT) (2021) and High School Diploma, Alliance Girls High School (2016). AI-training focus includes data types such as Text, Audio, and Video and labeling workflows including Evaluation, Rating, and Transcription.

Labeling Experience

AI Training and Data Annotation Contributor (Remote/Freelance)

OtherText

Contributed to labeling and annotating large volumes of text and audio data for machine learning and NLP model training. Reviewed and corrected transcription outputs to improve speech recognition accuracy and consistency. Conducted quality assurance checks to ensure labeled datasets followed provided annotation guidelines and maintained high reliability. • Labeled/annotated text for NLP training • Reviewed and corrected transcription outputs • Performed dataset QA against guidelines • Prepared structured datasets for model training and evaluation

2021 - Present

Legal Transcriptionist - Veritext

VideoTranscription

Transcribed depositions, court hearings, and legal interviews with a high level of precision. Maintained strict confidentiality for sensitive legal recordings in line with legal standards. Delivered clear, well-structured transcripts for attorneys and legal teams while meeting deadline requirements. • Transcribed legal proceedings and legal interviews with accuracy • Ensured confidentiality for sensitive recordings • Produced structured transcripts suitable for legal review • Met strict legal transcription deadlines

2020 - 2022

Legal Transcriptionist (Veritext)

OtherAudioTranscription

Transcribed depositions, court hearings, and legal interviews with high precision and strict attention to details. Maintained confidentiality requirements for sensitive legal recordings while producing clear, well-structured transcripts. Consistently met legal transcription deadlines while supporting attorney and legal team workflows. • Transcribed sensitive legal proceedings • Preserved strict confidentiality • Produced structured transcripts for legal teams • Met strict turnaround deadlines

2020 - 2022

Freelance Transcriptionist - Upwork

AudioTranscription

Delivered high-quality transcription services for international clients across legal, medical, and general content. Ensured accurate, reliable transcription delivery with attention to formatting and speaker details. Produced transcripts for meetings, lectures, interviews, podcasts, and research recordings to client specifications. • Transcribed audio content including interviews, podcasts, meetings, lectures, and research recordings • Applied correct formatting, punctuation, and speaker identification • Maintained high accuracy to support client satisfaction • Managed turnaround time while meeting client expectations

2017 - 2022

Freelance Transcriptionist (Upwork)

OtherAudioTranscription

Delivered high-quality transcription services for international clients covering legal, medical, and general content. Transcribed interviews, podcasts, meetings, lectures, and research recordings while maintaining correct formatting and punctuation. Ensured proper speaker identification and reliable delivery to meet client expectations. • Transcribed interviews, podcasts, meetings, lectures, and recordings • Applied correct punctuation and formatting • Ensured speaker identification • Supported legal and general transcription requests

2017 - 2022

Show more

Education

Work History