Yakub N.

Key Skills

Software

Other

Data Annotation Tech

Top Subject Matter

AI/ML training data (text)

Accounting

LLM prompting and response evaluation

Top Data Types

Text

Document

Image

Top Task Types

Classification

Evaluation/Rating

Freelancer Overview

Freelance Data Annotator & Content Evaluator (Self-Employed / Remote). Brings 5+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Diploma, Kwara State Polytechnic (2017) and Diploma, Kwara Tech Academy (2018). AI-training focus includes data types such as Text and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

EVEDEX Onboarding Bot demo (Personal Projects)

OtherText

Worked on LLM-related demo evaluation through an onboarding bot integrating the Claude API as part of independent AI workflow exploration. Focused on prompt construction and response evaluation to understand model behavior in practical scenarios. Applied structured logic and attention to detail to support prototype-driven learning about AI outputs. • Integrated Claude API into an onboarding bot demo. • Practiced LLM prompting and response evaluation. • Observed AI workflow behavior to improve prompt quality. • Translated prototype needs into clearer evaluation criteria for AI responses.

2023 - Present

Freelance Data Annotator & Content Evaluator (Self-Employed / Remote)

OtherTextClassification

Freelance Data Annotation Contributor responsible for labeling and classifying text samples for AI/ML model training using provided guidelines. Conducted prompt-response evaluations to ensure outputs meet relevance and quality requirements for downstream model behavior. Ensured annotation consistency by documenting decisions and escalating ambiguous cases for review. • Annotated text samples with high consistency and accuracy. • Classified and organized training data per labeling guidelines. • Evaluated prompt-response pairs for quality, relevance, factual correctness, and tone alignment. • Maintained annotation logs and flagged out-of-scope/ambiguous items for supervisor review.

2023 - Present

Education

Work History