Bryan M.

Key Skills

Software

CVAT

Other

Top Subject Matter

Computer Vision / Multimodal AI dataset annotation

Speech-to-text and captioning (AI media transcription)

Legal Services & Contract Review

Top Data Types

Image

Audio

Text

Document

Top Task Types

Classification

Transcription

Freelancer Overview

Data Annotation Specialist (CVAT.AI). Brings 12+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include CVAT and Other. Education includes Bachelor's degree, Meru University of Science and Technology (MUST) (2014). AI-training focus includes data types such as Image and Audio and labeling workflows including Classification and Transcription.

Labeling Experience

Data Annotation Specialist (CVAT.AI)

CVATImageClassification

Worked as a Data Annotation Specialist performing high-quality labeling for multiple machine learning datasets. Ensured annotation accuracy, consistency, and adherence to project guidelines to support reliable model training. Completed quality control checks by reviewing and verifying fellow annotators’ work. • Labeled images, videos, and point clouds • Performed data pre-processing (e.g., resizing images and standardizing text) • Maintained organized documentation of annotated data • Improved annotation processes and met all deadlines

2023 - 2024

Transcription and Captioning (AI-Media)

OtherAudioTranscription

Provided transcription and captioning services by converting audio and video content into text. Maintained confidentiality/privacy across client projects while meeting strict deadlines. Promoted quickly based on formatting and accuracy performance for transcription outputs. • Transcribed audio and video into text (speech-to-text) • Evaluated dictation accuracy, terminology, discrepancies, and formatting • Managed multiple concurrent transcription projects • Applied consistent style guidelines for each client deliverable

2022 - 2023

Education

Work History