Nicholus M.

Key Skills

Software

Remotasks

Clickworker

Top Subject Matter

Chatbots Domain Expertise

search relevance

ad placement safety and factuality

Top Data Types

Text

Image

Document

Top Task Types

Classification

Text Generation

Transcription

Data Collection

Object Detection

Question Answering

Freelancer Overview

AI Data Annotator & Evaluator at Handshake AI (2025–2026). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Remotasks. Education includes Bachelor of Information Technology, University of Nairobi (2023). AI-training focus includes data types such as Text and Images and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

AI Data Annotator & Content Specialist at Remotask (September 2025–March 2026)

RemotasksClassification

Annotated high-resolution images for computer vision and NLP model training. Reviewed complex video content and supported multi-dialect audio transcription work as part of specialized dataset creation. Translated and wrote high-quality training content while following rigorous multi-page annotation guidelines to maintain precision and throughput. • Image annotation for computer vision datasets. • Video content analysis for downstream model training. • Transcription support for multi-dialect audio data. • Translation/localization and guideline-following for linguistic projects.

2025 - 2026

AI Data Annotator & Evaluator at Handshake AI (2025–2026)

OtherText

Evaluated and rated chatbot responses, search engine results, and targeted advertisements for relevance, factual accuracy, and safety. Labeled complex text content using specialized annotation tools to support machine learning model improvement. Conducted audits of video platform content and ad placements to optimize algorithmic performance. • Relevance and safety evaluation for conversational AI outputs. • Factual accuracy checks for information presented in responses. • Annotation and labeling of complex text datasets. • Video and advertisement content review for optimization.

2025 - 2026

Education

Work History