Kulture L.

Key Skills

Software

LabelImg

Other

Appen

Clickworker

CloudFactory

Data Annotation Tech

iMerit

Kili Technology

Mindrift

Top Subject Matter

Computer vision (autonomous vehicles) and NLP (sentiment analysis, NER)

Survey/demographic data processing

Top Data Types

Image

Text

Top Task Types

Object Detection

Segmentation

Data Collection

Freelancer Overview

Freelance Data Annotator (Upwork and local clients). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include LabelImg, VGG Image Annotator, and Other. Education includes Bachelor of Science, University of Nairobi (2018) and High School Diploma, Alliance High School (2013). AI-training focus includes data types such as Image, Text, and N and labeling workflows including Object Detection, Segmentation, and Entity (NER).

Labeling Experience

Freelance Data Annotator (Upwork and local clients)

LabelImgImageObject DetectionSegmentation

Annotated over 5,000 images for computer vision datasets, supporting tasks such as object detection and segmentation for autonomous vehicle use cases. Labeled text data for NLP tasks including sentiment analysis and entity recognition while maintaining 95%+ accuracy. Collaborated with remote teams to refine annotation guidelines and resolve dataset ambiguities. • Object detection and segmentation labeling on images • Sentiment analysis and entity recognition labeling on text • Guideline refinement and ambiguity resolution with remote stakeholders • Quality assurance to achieve 95%+ accuracy

2023 - Present

Intern, Data Entry Specialist (Kenya National Bureau of Statistics)

OtherData Collection

Entered and verified large volumes of survey data with a strong focus on accuracy and consistency. Used Excel and basic scripting to automate repetitive data processing tasks, improving reliability of the resulting datasets. Contributed to demographic reporting efforts based on cleaned and validated data. • Survey data entry and verification for accuracy • Data cleaning to improve dataset quality • Automation of repetitive tasks using Excel and basic scripts • Support for demographic data reporting

2020 - 2021

Education

Work History