Abasiakara A.

Key Skills

Software

Scale AI

Clickworker

Remotasks

iMerit

Top Subject Matter

AI training data and LLM output evaluation

Content moderation and quality evaluation

Research and fact-checked text for AI training quality

Top Data Types

Text

Image

Audio

Top Task Types

Text Generation

Data Collection

RLHF

Prompt + Response Writing (SFT)

Question Answering

Text Summarization

Object Detection

Freelancer Overview

Over the past few years, I've built a solid foundation in content creation, quality assurance, and structured writing across multiple digital platforms — skills that translate directly into AI training and data labelling work. At TMLT Innovation Hub, I've been involved in generating and evaluating content with a strong focus on accuracy, tone, and following specific guidelines, which aligns closely with prompt evaluation and RLHF-style feedback tasks. Prior to that, roles at Current School News and Wording Vibes sharpened my ability to produce well-structured, fact-checked content at scale, having written over 500 pieces across various niches. I understand what "quality output" looks like and can spot when something misses the mark. What sets me apart is my combination of research discipline, attention to detail, and content versatility. I've worked across text, visual, and social media content formats, which gives me a broader lens when evaluating multi-modal data. I'm comfortable working with annotation tools and platforms like Scale AI, Labelbox, and Google Sheets, and I bring a methodical mindset to every task, whether that's labelling datasets, reviewing model responses for factual correctness, or flagging content that doesn't meet instruction specifications. I'm a fast learner who takes feedback seriously, which I believe is one of the most important qualities in AI training work.

Labeling Experience

AI Content Trainer & Data Annotator at TMLT Innovation Hub (AI training prompts, RLHF feedback, dataset labeling & QA)

Scale AIText

Conducted AI prompt generation and evaluation, assessing outputs for accuracy, tone, and adherence to instructions. Provided RLHF-style feedback to improve model responses and maintained dataset labeling quality standards across training tasks. Ensured consistency of annotations through quality assurance checks and iterative improvements. • Evaluated prompt + response behavior for correctness and instruction following • Supplied RLHF-style feedback to guide model improvements • Performed dataset labeling with ongoing QA validation • Followed annotation guidelines to ensure label consistency

2022 - Present

Content Quality Reviewer at Afrikan Heroes

Text

Reviewed and rated digital content for clarity, factual accuracy, and contextual relevance as part of content quality assurance workflows. Applied content moderation and evaluation principles to support safer and more reliable AI-facing content. Ensured reviewed items met expected quality thresholds before acceptance. • Assessed clarity and readability of content • Checked factual accuracy and contextual relevance • Applied evaluation rubrics for content quality • Supported content moderation and quality control processes

2022 - 2022

Structured Content Writer at Wording Vibes

TextText Generation

Created well-organized written content designed to follow style guides and content specifications for diverse platforms. Produced instruction-following outputs that map to requirements similar to AI training prompts and formatting constraints. Ensured adherence to formatting, tone, and specification-level expectations. • Wrote structured content following defined style guides • Ensured instruction-following and specification compliance • Adapted content to platform requirements • Maintained consistent quality and organization in outputs

2019 - 2019

Digital Content & Media Specialist at Silver Lounge

OtherTextData Collection

Managed digital content and media pipelines, supporting preparation of multi-modal content resources relevant to AI dataset building. Coordinated handling of visual and written content assets to ensure they were organized for use in downstream labeling and training. Helped maintain end-to-end content flow from creation to availability for AI-related use. • Curated and managed content pipelines for text and media assets • Organized digital content resources for dataset readiness • Supported multi-modal content workflows • Maintained quality and availability of content assets

2018 - 2019

Research & Fact-Checking Writer at Current School News

OtherText

Produced thoroughly researched and fact-checked educational articles to improve the reliability of written information used for downstream AI training quality. Applied structured research and verification methods to reduce errors and unsupported claims. Delivered consistent writing quality aligned to instructional and informational needs. • Conducted research and fact-checking before publication • Maintained accuracy and trustworthiness of educational content • Applied structured thinking for high-quality outputs • Used critical review practices to support data-quality goals

2018 - 2019

Education

Work History