Victor Kiprotich

Key Skills

Software

Remotasks

Top Subject Matter

Machine learning and computer vision

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Image

Video

Text

Document

Top Task Types

Segmentation

Freelancer Overview

IMAGE AND VIDEO ANNOTATOR/SEGMENTATION. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks. Education includes Certificate in Machine Learning and Artificial Intelligence, Kenyas Inclusivity in Tech Initiative (2025) and Certificate in Building and Construction Technology, Kaiboi National Polytechnic (2021). AI-training focus includes data types such as Image and Video and labeling workflows including Segmentation.

Labeling Experience

IMAGE AND VIDEO ANNOTATOR/SEGMENTATION

RemotasksVideoSegmentation

As a video segmentation specialist at Remotask, I was tasked with providing high-quality annotated data for video-based machine learning models. This involved segmenting objects, scenes, and actions frame by frame for training complex algorithms. I worked closely with teams to ensure annotation accuracy and consistency across projects. • Executed detailed frame-by-frame segmentation labeling for videos. • Documented workflow progress and technical challenges. • Delivered high-volume annotated datasets within project deadlines. • Supported algorithm development by supplying accurate video segmentations.

As a video segmentation specialist at Remotask, I was tasked with providing high-quality annotated data for video-based machine learning models. This involved segmenting objects, scenes, and actions frame by frame for training complex algorithms. I worked closely with teams to ensure annotation accuracy and consistency across projects. • Executed detailed frame-by-frame segmentation labeling for videos. • Documented workflow progress and technical challenges. • Delivered high-volume annotated datasets within project deadlines. • Supported algorithm development by supplying accurate video segmentations.

2021 - 2023

IMAGE AND VIDEO ANNOTATOR/SEGMENTATION

RemotasksImageSegmentation

As an image and video annotator at Remotask, I performed accurate annotation and segmentation tasks to support machine learning model training. My responsibilities included ensuring that each image was meticulously segmented and labeled according to project specifications. Collaboration with cross-functional teams and maintenance of high-quality data standards were key components of my role. • Utilized annotation tools to draw precise segmentation masks on images. • Maintained detailed documentation of labeling processes. • Adhered to strict project timelines for dataset delivery. • Contributed to model training by providing accurately labeled data.

As an image and video annotator at Remotask, I performed accurate annotation and segmentation tasks to support machine learning model training. My responsibilities included ensuring that each image was meticulously segmented and labeled according to project specifications. Collaboration with cross-functional teams and maintenance of high-quality data standards were key components of my role. • Utilized annotation tools to draw precise segmentation masks on images. • Maintained detailed documentation of labeling processes. • Adhered to strict project timelines for dataset delivery. • Contributed to model training by providing accurately labeled data.

2021 - 2023

Education

Work History