Rolly M.

Key Skills

Software

Micro1

iMerit

Remotasks

Top Subject Matter

Robotics/Embodied AI (Egocentric video)

Computer Vision & AI Data Annotation

3D perception

Top Data Types

Video

Image

3D Sensor

Text

Document

Top Task Types

Data Collection

Segmentation

Freelancer Overview

Robotics Data Collection Specialist (Egocentric Video Annotation) – Micro 1. Brings 1+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Micro1, iMerit, and Remotasks. Education includes Bachelor of Science, University of Nairobi (2024) and Secondary School Certificate (KCSE), Oriwo Boys High School (2019). AI-training focus includes data types such as Video, Image, and 3D Sensor and labeling workflows including Data Collection, Evaluation, and Rating.

Labeling Experience

Robotics Data Collection Specialist (Egocentric Video Annotation) – Micro 1

Micro1VideoData Collection

Captured egocentric (first-person POV) video data of daily household tasks for robotics and embodied AI training. Followed structured data collection protocols to ensure high-quality, consistent datasets for machine learning development. • Collected egocentric video of daily household tasks • Ensured adherence to structured collection protocols • Organized and managed recorded video datasets • Supported accurate annotation readiness in training pipelines

2026 - Present

AI Data Annotator & Model Evaluator – iMerit Scholars

iMeritImage

Performed high-precision computer vision annotation and AI output evaluation for diverse datasets. Verified pre-annotations, assessed accuracy, and selected optimal results using prompt and quality guidelines aligned to RLHF-style feedback. • Conducted image-to-image correspondence validation and bounding box checks • Performed detailed object classification and complex-scenario handling • Annotated text (atomic/composite) and non-text elements like logos, UI, people, and products • Evaluated and refined AI-generated outputs using RLHF-based feedback

2025 - Present

AI Data Annotator – Remotasks (Remote)

Remotasks3D SensorSegmentation

Completed multiple annotation projects including 3D LiDAR segmentation and other 3D object tasks. Produced labels with high accuracy by following detailed project guidelines across changing tools and workflows. • Performed 3D LiDAR segmentation annotations • Labeled 3D object tasks • Completed speech-to-text transcription and image classification projects • Adapted quickly to new guidelines, tools, and workflows

2021 - Present

Education

Work History