LILIAN NYAGUTHII NDIRITU
Al Advancement Specialist. Fiction/Nonfiction Writer, Editor, Proofreader, Publisher.
Lyneham
Summary
Senior AI Model Evaluator assesses 101+ LLM, multimodal, and chatbot outputs and reviews 26–60 multi-turn threads per week through prompt-response review, rating 8–11 dimensions per evaluation pass, and rubric-based quality checks. Evaluates clarity, reasoning, user value, and compliance across single-turn and multi-turn conversations. Brings structured judgment to model benchmarking, calibration, and failure analysis.
Overview
3
3
Languages
11
11
years of professional experience
Work History
AI Advancement Specialist. Fiction/Nonfiction Writer, Editor, Proofreader, Publisher.
DreamChase Metaverse Global
01.2023 - Current
- Pioneered complex, innovative prompts and responses to test, train, educate, expand, and elevate state-of-the-art (SOTA), multimodal (MM), large language models (LLM), Reinforcement Learning from Human Feedback (RLHF), Supervised Fine-Tuning (SFT), Reinforcement Learning (RL), Machine Learning (ML), and many other trailblazing AI Models for such clients as Outlier AI, Appen, Alignerr, Telus Digital, SuperAnnotate, and Stellar AI, serving the planet's greatest companies (e.g., Apple, Microsoft, Google, Amazon, IBM, Nvidia, Meta).
- Designed innumerable AI Model prompts and responses on every conceivable discipline and subject matter from Earth Science and Climatology to all-time Sports and Entertainment Statistics to the latest and greatest Video Games.
- Proofed, edited, rated, and evaluated groundbreaking AI Models against proprietary rating rubrics ranging from three to eleven dimensions of quality assessment to appraise AI Model performance scale across a dynamic and ever-expanding range of intelligence parameters and technical acumen, including user value and satisfaction of information delivery, dimensional success and worthiness per stipulated project standards, and overall AI Model response quality, by way of building and bolstering the models' strength, breadth, mode capacity, skill development, awareness enhancement, instinctual engineering, and cross-trained analytical and deductive reasoning acuity.
- Promoted by client Outlier AI in less than six months from Prompt Writer to Response Writer to Response Rater to Single- and Multi-Turn Prompt-Response Rater, to Multi-Turn MM, RLHF, RF, ML, OCR, ICR, Rubrics/Criteria Reviewer, mastering AI Model and AI Training Contributor Performance Review techniques through tip-to-tail analysis of an ever-expanding proliferation of SOTA Models.
- Created countless advertising packages, technical documents, and literary works such as branded SEO copy, official press releases, global news journalism, opinion articles, educational and critical essays, commentaries, video tutorials, project design outlines, concept maps, end-to-end workflow diagrams, product and service feature/benefit brochures, user instruction manuals, product/process description pamphlets, and incisive social media content.
- Wrote and edited long-form fiction, faction, and nonfiction works, including dramatic/comedic screenplays and teleplays, novel series, short stories, critical essays, news stories, histories, biographies, investigative journalism pieces, probative editorials and opinion pieces, self-help content, physical health articles, entertainment blogs, social media posts, and scholarly articles.
- Contract and Freelance – Remote
Senior Lead IT/Technical Recruiter
TIER ONE TECHNOLOGIES
01.2022 - 03.2023
- Guided direct-hire placements for high-income government IT professionals in major tech hubs nationwide.
- Sourced, recruited, screened, interviewed, vetted, and placed professionals in public-sector career opportunities with prime clients, from Lockheed Martin to the Department of Defense Cyber Crime Center.
- Managed aural, written, and face-to-face client, prospect, and placed-asset relationships from introduction to candidate placement with an unwavering commitment to accuracy and optimal communication clarity.
Director of Talent Acquisition
WESTERN WATER WORKS SUPPLY COMPANY
06.2018 - 04.2021
- Designed and developed a wildly effective, full-cycle recruitment process for the country's top employee-owned waterworks company, mining for the most exceptional talent available across every mile of California, Utah, and Oregon.
- Sourced, screened, vetted, and interviewed in-office and remotely with a view to long-term career and organizational success.
- Elevated three recruiters from scratch to six-figure status, training all aspects of the art, from drafting opportunities to candidate personality and background assessment to interviewing, onboarding, and total performance management.
- Put the boots on the ground that led the company to three consecutive years of all-time-record company profit and growth.
- Guided continuous organizational progress as a key contributor to Western's Executive Leadership Team.
- Hybrid Role
Development Coverage Lead
VERTIGO ENTERTAINMENT
01.2018 - 04.2018
- Covered feature screenplays, long-form teleplays, novels, short stories, periodicals, films, and new media for major production company powerhouse (The Departed, The Ring, The Lego Movie, Wonder Woman, Aquaman, It), first-look partner to Warner Bros., Lionsgate, and Sony Pictures Television.
- Unearthed, annotated, reviewed, and enhanced scripts, outlines, short stories, and raw concepts for development.
- Crafted cogent synopses and pointed analyses of screenplays, teleplays, films, webisodes, outlines, and treatments.
Lead IT Recruiter
TIER ONE TECHNOLOGIES
01.2016 - 08.2016
- Guided direct-hire placements for high-income IT professionals in major tech hubs nationwide.
- Led full-cycle recruitment processes, enhancing talent acquisition strategies for diverse IT roles.
- Developed and maintained relationships with hiring managers to align recruitment efforts with business needs.
- Managed remote and face-to-face client, prospect, and placement relationships with an unwavering commitment to process and detail accuracy, communication clarity, and interpersonal professionalism, courtesy, respect, discretion, and class.
Education
M.D. - MPhil in History
University of Cambridge
Cambridge, UK 04.2001 -
Bachelor of Arts - History
Durham University
Durham, UK06-2009
Skills
Technical writing
Editing
Proofreading
AI model evaluation
Prompt engineering
Evaluation rubric design
Inter-rater reliability
Content moderation policy
Human resources
Account management
Client relationship management
Candidate screening
Stakeholder communication
Research & Publications
- Undergraduate Dissertation – The Impact of British Colonial Policy in East Africa (1885–1963) — 2009
- Master's Thesis – British Foreign Policy During the Early Cold War — 2010
- Research Paper – The Political Legacy of the Glorious Revolution — 2010
- Historical Review Article – National Identity in Post-War Britain — 2010
Timeline
AI Advancement Specialist. Fiction/Nonfiction Writer, Editor, Proofreader, Publisher.
DreamChase Metaverse Global
01.2023 - Current
Senior Lead IT/Technical Recruiter
TIER ONE TECHNOLOGIES
01.2022 - 03.2023
Director of Talent Acquisition
WESTERN WATER WORKS SUPPLY COMPANY
06.2018 - 04.2021
Development Coverage Lead
VERTIGO ENTERTAINMENT
01.2018 - 04.2018
Lead IT Recruiter
TIER ONE TECHNOLOGIES
01.2016 - 08.2016
M.D. - MPhil in History
University of Cambridge
04.2001 -
Bachelor of Arts - History
Durham University