I’m Trevor Mugerwa, a Project Annotation Specialist passionate about turning complex data into precise AI training annotations. I thrive in remote teams, streamline communication, and consistently deliver high-quality labels and transcripts on predictable timelines. In my roles at RWS Group, Sigma AI, and Veeva Systems, I’ve supported data quality assurance across text, image, and audio tasks while collaborating with cross-functional teams to drive project success. I’m fluent in English and enjoy learning new ML concepts and annotation best practices. I’ve hands-on experience with annotation tools, transcription workflows, and modern data pipelines, and I’m always eager to improve processes and share knowledge with teammates.…

Trevor Mugerwa

I’m Trevor Mugerwa, a Project Annotation Specialist passionate about turning complex data into precise AI training annotations. I thrive in remote teams, streamline communication, and consistently deliver high-quality labels and transcripts on predictable timelines. In my roles at RWS Group, Sigma AI, and Veeva Systems, I’ve supported data quality assurance across text, image, and audio tasks while collaborating with cross-functional teams to drive project success. I’m fluent in English and enjoy learning new ML concepts and annotation best practices. I’ve hands-on experience with annotation tools, transcription workflows, and modern data pipelines, and I’m always eager to improve processes and share knowledge with teammates.…

Available to hire

I’m Trevor Mugerwa, a Project Annotation Specialist passionate about turning complex data into precise AI training annotations. I thrive in remote teams, streamline communication, and consistently deliver high-quality labels and transcripts on predictable timelines. In my roles at RWS Group, Sigma AI, and Veeva Systems, I’ve supported data quality assurance across text, image, and audio tasks while collaborating with cross-functional teams to drive project success.

I’m fluent in English and enjoy learning new ML concepts and annotation best practices. I’ve hands-on experience with annotation tools, transcription workflows, and modern data pipelines, and I’m always eager to improve processes and share knowledge with teammates.

See more

Language

English
Fluent

Work Experience

Project Annotation Specialist at RWS Group
January 1, 2024 - Present
Analyzed project data to identify trends and inform decisions; collaborated with cross-functional teams to streamline communication; developed reports supporting strategic planning; tracked progress with project management software; annotated thousands of data points (text, images, and speech) for AI training; performed audio transcription and intent classification for English-language datasets; followed task-specific guidelines for bounding boxes, image segmentation, and sentiment labeling; consistently met quality benchmarks and deadlines.
Transcriptionist at Sigma AI
January 1, 2022 - December 31, 2024
Transcribed and edited audio recordings with high accuracy; ensured clarity and formatting; collaborated to meet deadlines; implemented workflows to improve turnaround time; maintained confidentiality; trained new team members; implemented feedback mechanisms to improve transcription accuracy.
Web Research and Data Entry Officer at Veeva Systems Inc.
January 1, 2021 - December 31, 2022
Processed large volumes of data entries with accuracy; maintained and updated databases; implemented data validation techniques to ensure data integrity; collaborated to streamline data entry workflows; led initiatives to enhance database management; developed standardized templates for consistent data collection across projects.

Education

Bachelor of Arts in Economics at Makerere University Kampala
May 1, 2021 - December 26, 2025
High School Diploma at Durham College
January 11, 2030 - December 26, 2025
Bachelor of Arts in Economics at Makerere University Kampala, Uganda
May 1, 2021 - January 5, 2026
High School Diploma at Durham College
January 11, 2030 - January 5, 2026

Qualifications

Audio & Text Transcription Basics - Rev Training Platform
January 11, 2030 - December 26, 2025
Basic Machine Learning Concepts - Google AI
January 11, 2030 - December 26, 2025
Intro to Data Annotation - Coursera
January 1, 2024 - December 26, 2025
Audio & Text Transcription Basics - Rev Training Platform
January 11, 2030 - January 5, 2026
Basic Machine Learning Concepts - Google AI
January 11, 2030 - January 5, 2026
Intro to Data Annotation - Coursera
January 1, 2024 - January 5, 2026

Industry Experience

Software & Internet, Professional Services, Media & Entertainment, Education, Healthcare, Computers & Electronics
    paper Diamond Project.

    Conducted thorough analyses of project data to identify trends and inform decision-making. Collaborated with cross-functional teams to streamline communication processes and enhance project efficiency.
    Assisted in developing comprehensive reports that supported strategic planning initiatives.
    project management software to track progress and ensure timely completion of deliverables.
    Annotated thousands of data points (text, images, and speech) for Al training projects.
    Performed audio transcription and intent classification for English-language datasets with Sigma AI Accurately followed task-specific guidelines for bounding box creation, image segmentation, and sentiment labeling.
    Ensured high accuracy scores by consistently meeting quality benchmarks
    Completed all assignments before deadlines with strong adherence to project standards