Ali Ibolecho

Key Skills

Software

Appen

OneForma

CVAT

Top Subject Matter

prompt writing and response writing

LLM Evaluation in French and Swahili

data collection

LLM Evaluation in French, English and Swahili

Computer Vision Annotation Tools

Top Data Types

Audio

Document

Image

Top Task Types

Audio Recording

Bounding Box

Evaluation Rating

Prompt Response Writing SFT

Translation Localization

Freelancer Overview

My experience in data labeling and AI training data spans several projects focused on high-quality, annotated datasets critical for machine learning model development. I've worked closely with teams to ensure data consistency, accuracy, and scalability across diverse domains, from natural language processing to computer vision. In each project, I emphasize creating well-documented guidelines to maintain labeling consistency and speed. I've also overseen quality control processes, using both automated checks and human reviews, to ensure that the final labeled datasets meet strict accuracy thresholds. Throughout my work, I've collaborated with multidisciplinary teams, combining insights from data scientists, subject matter experts, and project managers to align data labeling efforts with project goals. I’m experienced in using labeling platforms and tools to streamline processes and integrate feedback loops for iterative improvements. This structured approach has been essential in delivering data that fuels reliable and high-performing AI models.

Labeling Experience

data reviewer and translation

OneformaTextTranslation LocalizationFine Tuning

reviewing prompts and responses

reviewing prompts and responses

2024

data collection

AppenAudioSegmentation

collecting audios in swahili langauge to teach LLM model different sounds

collecting audios in swahili langauge to teach LLM model different sounds

2023 - 2024

Appen

CVATImageBounding BoxPolygon

labbeling images

labbeling images

2023 - 2023

Education

Work History