Anointed I.

Key Skills

Software

Other

Top Subject Matter

Large Language Model (LLM) quality

linguistic annotation

and RLHF evaluation

Top Data Types

Text

Document

Image

Top Task Types

RLHF

Data Collection

Classification

Tracking

Entity (NER) Classification

Freelancer Overview

Quality Specialist - SecDataretary. Brings 4+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other and Google Workspace. Education includes Bachelor of Science (B.Sc.Ed), Nnamdi Azikiwe University. AI-training focus includes data types such as Text, Document, and Image and labeling workflows including RLHF, Evaluation, and Rating.

Labeling Experience

Quality Specialist - SecDataretary

ImageClassificationTracking

In this role, the candidate served as a quality specialist for legal documentation and dataset review. They edited, audited, and ensured compliance with strict labeling and legal protocol guidelines while maintaining high accuracy. The work required strong attention to detail, linguistic judgment, and the ability to validate information against predefined standards. • Performed high-precision edits and audits of legal datasets • Ensured compliance with strict labeling and legal protocol requirements • Conducted human-in-the-loop fact verification for subtle linguistic errors • Reorganized filing systems to improve data retrieval efficiency

2024 - Present

Quality Specialist (SecDataretary) | C&C Law Firm, Lagos | Apr 2024 – Present

OtherDocument

Worked as a Quality Specialist providing high-precision human-in-the-loop annotation and auditing for legal datasets. Verified documents for subtle linguistic errors, ensuring compliance with strict legal labeling guidelines and maintaining a 99% accuracy rate. Optimized structured handling of labeled records to support efficient retrieval and large-scale dataset management. • Edited and audited legal datasets under strict labeling protocols • Ensured 99% accuracy and 100% compliance with legal guidelines • Performed fact verification and final human review of documents • Improved structured organization to reduce retrieval time by 25%

2024 - Present

AI Trainer & Quality Evaluator (Independent/Project-based) | 2024 – Present

OtherTextRLHF

Served as an AI Trainer and Quality Evaluator performing RLHF-based assessment of LLM outputs using a strict rubric. Labeled and tagged linguistic content to improve contextual accuracy and natural language understanding across diverse datasets. Conducted constraint and boundary testing by drafting prompts to identify edge-case failures and weaknesses. • Ranked and scored responses for helpfulness, honesty, and harmlessness • Performed linguistic tagging/annotation to refine dataset labels • Tested model boundaries with complex prompts to surface edge cases • Evaluated output quality to reduce labeling and generation errors

2024 - Present

Database Management Assistant | Mango and Lion Properties | Jan 2023 – Mar 2024

TextData Collection

Provided database management support with data scrubbing and cleansing activities that reduced entry errors. Conducted pattern recognition by converting unstructured real estate research findings into structured reports for downstream use. Optimized workflow tools to increase data processing speed while maintaining accuracy for ongoing dataset management. • Cleansed property and client databases to cut data entry errors by 50% • Identified market trends from unstructured real estate data and structured outputs • Increased data processing speed by 40% without compromising accuracy • Managed data workflows to support reliable dataset updates

2023 - 2024

Education

Work History