Dennis Kipruto

Key Skills

Software

Label Studio

OneForma

Telus

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Document

Image

Text

Top Label Types

Action Recognition

Audio Recording

Classification

Entity Ner Classification

Fine Tuning

Object Detection

Transcription

Freelancer Overview

I am an AI and systems engineer with hands-on experience in data processing, AI model evaluation, and localization for multilingual datasets. My background in mechatronics engineering and information technology has given me a strong analytical foundation and the ability to coordinate complex, time-sensitive projects. I have led translation and data annotation projects requiring semantic precision and cultural sensitivity, and I am skilled in using CAT tools such as Trados Studio, MemoQ, Smartcat, and MateCat. I am adept at standardizing terminology, managing distributed workflows using tools like Google Workspace, Slack, and Trello, and communicating technical concepts clearly to diverse teams. My goal is to leverage my technical, linguistic, and organizational skills to deliver high-quality AI training data and support the development of robust, inclusive AI systems.

Labeling Experience

Freelance Linguist & Data Annotator

Label StudioTextEntity Ner Classification

As a freelance linguist and data annotator, I conducted linguistic data labeling and annotation on multilingual text datasets. I reviewed and validated annotated data to ensure adherence to language-specific criteria and consistency in terminology. Quality assurance was maintained throughout the workflow by providing feedback to team members and ensuring high labeling standards. • Utilized annotation platforms such as Label Studio, TELUS Smart, OneForma, and Appen. • Labeled and classified text data for various domains including academic, marketing, and technical. • Communicated results with global clients and project leads to meet project deadlines. • Ensured accuracy, consistency, and stylistic integrity in labeled datasets.

As a freelance linguist and data annotator, I conducted linguistic data labeling and annotation on multilingual text datasets. I reviewed and validated annotated data to ensure adherence to language-specific criteria and consistency in terminology. Quality assurance was maintained throughout the workflow by providing feedback to team members and ensuring high labeling standards. • Utilized annotation platforms such as Label Studio, TELUS Smart, OneForma, and Appen. • Labeled and classified text data for various domains including academic, marketing, and technical. • Communicated results with global clients and project leads to meet project deadlines. • Ensured accuracy, consistency, and stylistic integrity in labeled datasets.

2021 - 2021

Education

Work History