Martha Msingili

Key Skills

Software

Appen

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Document

Image

Top Label Types

Segmentation

Text Generation

Freelancer Overview

I have over 2 years of experience in data labeling and AI training data projects, working with diverse datasets including text, images, audio, and video. My expertise lies in accurately annotating data to improve machine learning model performance, maintaining high-quality standards, and ensuring consistency across large-scale projects. I am skilled in using annotation tools and platforms efficiently while adhering strictly to project guidelines and deadlines. I have contributed to multiple AI initiatives, including OCR transcription, sentiment analysis, object detection, and audio transcription projects. My attention to detail, strong analytical skills, and ability to quickly learn new tools have allowed me to deliver reliable, high-quality data annotations that enhance AI model accuracy. I am passionate about AI development and dedicated to supporting teams in building robust, data-driven solutions.

Labeling Experience

AI data annotation

AppenAudioSegmentation

Worked on diverse AI training data projects, including text, image, audio, and video annotation, to support machine learning model development. Responsibilities included labeling and categorizing data accurately, following detailed project guidelines, performing quality checks, and ensuring high consistency across large datasets. Contributed to projects such as OCR transcription, sentiment analysis, object detection, and speech-to-text datasets, helping improve model accuracy and reliability. Skilled in using annotation tools efficiently while meeting tight deadlines.

Worked on diverse AI training data projects, including text, image, audio, and video annotation, to support machine learning model development. Responsibilities included labeling and categorizing data accurately, following detailed project guidelines, performing quality checks, and ensuring high consistency across large datasets. Contributed to projects such as OCR transcription, sentiment analysis, object detection, and speech-to-text datasets, helping improve model accuracy and reliability. Skilled in using annotation tools efficiently while meeting tight deadlines.

2023 - 2025

Education

Work History