Hottensiah K.

Key Skills

Software

Mindrift

Other

Top Subject Matter

Account management and business customer lifecycle workflows

Structured business domains (account/customer lifecycle)

Top Data Types

Text

Top Task Types

Question Answering

Freelancer Overview

AI Annotation Specialist (Remote) — Mindrift (AI Data specialist). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Mindrift and Other. Education includes Degree in IT & Computer Studies, Muranga University of Technology (2019). AI-training focus includes data types such as Text and labeling workflows including Question Answering, Evaluation, and Rating.

Labeling Experience

AI Data specialist — Outlier (remote)

OtherText

Reviewed and validated datasets to ensure accuracy and completeness for structured business-domain AI development. Participated in quality assurance processes intended to improve model performance. Supported AI development activities through dataset quality checks and ongoing validation work. • Dataset review and validation • Completeness and accuracy verification • QA activities to support model improvements • Collaboration on structured business-domain projects

2025 - Present

AI Annotation Specialist (Remote) — Mindrift (AI Data specialist)

MindriftTextQuestion Answering

Developed realistic business-related Q&A pairs aligned to account management scenarios for remote AI annotation work. Evaluated AI-generated responses for clarity, correctness, and adherence to task instructions. Maintained high attention to detail across multiple concurrent assignments while adapting to evolving guidelines and feedback cycles. • Created structured Q&A training data • Performed response quality checks against prompts • Ensured labeling consistency per project instructions • Followed iterative guideline updates

2021 - 2022

Education

Work History