Shakirah Muthoni

Key Skills

Software

Labelbox

Top Subject Matter

Basic computer vision

Audio transcription for AI

Top Data Types

Image

Audio

Top Task Types

Classification

Transcription

Freelancer Overview

Freelance Data Annotator. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Labelbox, N, and A. Education includes Bachelor of Science, Kirinyaga University College (2026). AI-training focus includes data types such as Image and Audio and labeling workflows including Classification and Transcription.

Labeling Experience

software experience

ImageObject Detection

Technically-minded professional with experience in AI data training and digital payment integration. Adept at navigating global fintech platforms (Stripe, Paystack) and managing mobile-based financial workflows in fast-paced environments." Key Skills & Experience AI Operations: Contributing to OpenTrain AI by providing high-quality data labeling and system testing to improve machine learning models. Fintech Management: Managing cross-border transactions using Stripe and Paystack to bridge international earnings with local mobile money (M-PESA). Digital Security: Implementing Two-Factor Authentication (2FA) and secure verification protocols to protect sensitive financial data. Resource Optimization: Efficiently managing telecommunications credit and utility payments via USSD and mobile banking interfaces.

Technically-minded professional with experience in AI data training and digital payment integration. Adept at navigating global fintech platforms (Stripe, Paystack) and managing mobile-based financial workflows in fast-paced environments." Key Skills & Experience AI Operations: Contributing to OpenTrain AI by providing high-quality data labeling and system testing to improve machine learning models. Fintech Management: Managing cross-border transactions using Stripe and Paystack to bridge international earnings with local mobile money (M-PESA). Digital Security: Implementing Two-Factor Authentication (2FA) and secure verification protocols to protect sensitive financial data. Resource Optimization: Efficiently managing telecommunications credit and utility payments via USSD and mobile banking interfaces.

2023 - Present

Freelance Audio Transcriber (Practice Projects)

AudioTranscription

I transcribed short English audio clips into text as part of practice AI training projects. My work required fluency in English and strict adherence to transcription guidelines. I prioritized maintaining high accuracy throughout the transcription process. • Converted audio files to written text with attention to detail • Reviewed and edited transcripts for errors • Applied consistent formatting according to guidelines • Gained experience with transcription tasks for AI model training

I transcribed short English audio clips into text as part of practice AI training projects. My work required fluency in English and strict adherence to transcription guidelines. I prioritized maintaining high accuracy throughout the transcription process. • Converted audio files to written text with attention to detail • Reviewed and edited transcripts for errors • Applied consistent formatting according to guidelines • Gained experience with transcription tasks for AI model training

2023 - Present

Freelance Data Annotator

LabelboxImageClassification

As a freelance data entry and annotation specialist, I practiced labeling images for computer vision concepts. I applied basic image annotation techniques while ensuring all tasks were completed with attention to detail and accuracy. I maintained organized records and delivered work on time to meet project requirements. • Labeled images to support AI training projects • Utilized strong typing skills for efficient annotation • Ensured quality and accuracy of labels through review • Quickly adapted to new annotation tools as needed

As a freelance data entry and annotation specialist, I practiced labeling images for computer vision concepts. I applied basic image annotation techniques while ensuring all tasks were completed with attention to detail and accuracy. I maintained organized records and delivered work on time to meet project requirements. • Labeled images to support AI training projects • Utilized strong typing skills for efficient annotation • Ensured quality and accuracy of labels through review • Quickly adapted to new annotation tools as needed

2023 - Present

Education

Work History