Adalumo F.

Key Skills

Software

Other

Telus

Toloka

SuperAnnotate

OneForma

Micro1

Mercor

Data Annotation Tech

Top Subject Matter

AI-generated content evaluation

AI ethics

data governance

Top Data Types

Text

Document

Audio

Top Task Types

Text Summarization

Point/Key Point

Transcription

RLHF

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

Head of Narrative Strategy & Business Logic (AI/ethics-focused narrative evaluation for business logic). Brings 14+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N and A. Education includes Doctor of Philosophy, London School of Economics and Political Science (LSE) (2018) and Master of Science, University of Edinburgh Business School (2014). AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation, Rating, and Text Summarization.

Labeling Experience

Head of Narrative Strategy & Business Logic (AI/ethics-focused narrative evaluation for business logic)

Text

Led the integration of AI-driven narratives into corporate strategy, emphasizing logical consistency and ethical evaluation of AI-generated content. Authored executive white papers that translate AI/ML findings into decision-ready business guidance. Mentored analysts on AI ethics and data governance practices to support responsible AI adoption. • Produced 40+ executive white papers on the ethical and practical applications of business intelligence • Partnered with researchers to convert abstract ML insights into actionable product pivots • Increased operational efficiency through structured narrative logic for AI-enabled strategy • Coached junior analysts on AI ethics and the role of data governance

2020 - Present

Senior Editorial Lead & Strategic Consultant (editorial synthesis for AI-enabled strategy)

DocumentText Summarization

Managed editorial production for client case studies and strategic insight reports using data-driven storytelling. Facilitated C-suite workshops to improve data literacy and ethical adoption of AI in business models. Oversaw drafting and editing of technical documentation supporting large-scale AI model deployments. • Led a 6-member editorial team producing high-fidelity case studies and insight reports • Improved proposal conversion rates through logic-informed data storytelling • Conducted C-suite workshops on data literacy and ethical AI usage • Managed technical documentation workflows for global AI model deployments

2016 - 2020

Business Analyst & Technical Writer (AI documentation and risk communication)

TextText Summarization

Created executive-friendly summaries and technical documents by translating complex technical behaviors for business stakeholders. Documented machine learning model risks to support ethical compliance and transparency. Produced visual roadmaps and structured guidance for internal AI adoption decisions. • Authored 60+ technical documents distilled from complex ML/AI behaviors • Collaborated with developers to document ML risks and transparency requirements • Built AI adoption roadmaps that improved decision clarity • Translated technical model behavior into executive-ready explanations for SMEs

2013 - 2016

Education

Work History