Hilary N.

Key Skills

Software

Other

Top Subject Matter

AI and machine learning training data

Video analytics for AI/ML

NLP/AI training data preparation

Top Data Types

Image

Video

Text

Top Task Types

Segmentation

Object Detection

Classification

Freelancer Overview

Freelance Data & Video Labeller (Remote) — Self-Employed. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Diploma, Meru University of Science and Technology (2025) and High School, Mukaa Boys' High School (2022). AI-training focus includes data types such as Image, Video, and Text and labeling workflows including Segmentation, Object Detection, and Classification.

Labeling Experience

Freelance Data & Video Labeller (Remote) — Self-Employed

OtherTextClassification

Freelance labeling of text datasets as part of AI and machine learning project preparation. Ensured labeled outputs met quality and consistency standards before being used for training. Supported remote team workflows by adhering to provided instructions and confidentiality requirements. • Annotated and labeled text datasets for AI/ML. • Performed quality assurance, consistency checks, and error correction. • Followed project guidelines to ensure correct labels. • Collaborated with remote teams under strict deadlines.

2026 - Present

Freelance Data & Video Labeller (Remote) — Self-Employed

OtherVideoObject Detection

Freelance AI training data labeling involving video annotation workflows. Performed object detection, tracking, and classification-related labeling on video data to high accuracy. Completed review and error-correction steps prior to dataset submission. • Conducted object detection and classification on video data. • Performed segmentation and tracking tasks for video sequences. • Performed dataset quality assurance before submission. • Managed large volumes of annotations using annotation tools.

2026 - Present

Freelance Data & Video Labeller (Remote) — Self-Employed

OtherImageSegmentation

Freelance data and video labeling experience focused on preparing AI training datasets. Work included creating accurate segmentation annotations for image and related modalities. Labels were produced with quality checks to support reliable downstream model training. • Annotated and labeled image datasets for AI/ML projects. • Performed quality assurance to ensure consistency and correct errors. • Followed project guidelines to maintain accurate model training data. • Maintained data confidentiality and met strict deadlines.

2026 - Present

Education

Work History