Godswill N.

Key Skills

Software

No software listed

Top Subject Matter

NLP and LLM quality evaluation (RLHF) for English datasets

Data analysis instruction supporting AI annotation QA habits

Government budget dataset curation and accuracy verification

Top Data Types

Text

Document

Top Task Types

RLHF

Data Collection

Text Summarization

Prompt + Response Writing (SFT)

Question Answering

Classification

Entity (NER) Classification

Text Generation

Freelancer Overview

AI Data Trainer & Evaluator (Freelance) — Multiple Platforms (Remote). Brings years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Bachelor of Engineering, Michael Okpara University of Agriculture, Umudike (2023) and ICT Certification, Standard ICT Institute (2016). AI-training focus includes data types such as Text and Document and labeling workflows including RLHF, Evaluation, and Rating.

Labeling Experience

Data Analytics Instructor & Remote Support Analyst — NGC Intelligence Hub (Virtual/Remote)

Document

Instructed and supported learners in data analysis tasks that translate directly into AI annotation and QA workflows. Delivered written, context-specific feedback and monitored progress to ensure adherence to structured guidelines. Assisted students with end-to-end data cleaning, visualization, and reporting projects requiring consistent evaluation and quality review. • Trained cohorts using guideline-based approaches to follow prescribed formats • Designed structured lesson materials and case studies aligned to detailed rubrics • Provided targeted written feedback to improve learner output quality • Guided end-to-end cleaning, visualization, and reporting projects for accuracy

2025 - Present

AI Data Trainer & Evaluator (Freelance) — Multiple Platforms (Remote)

Scale AITextRLHF

Provided RLHF-style evaluation of LLM-generated responses for accuracy, helpfulness, harmlessness, and instruction-following quality. Performed prompt + response quality assessment including preference-ranking and instruction-adherence checks. Completed systematic review and escalation of ambiguous or edge-case items during dataset preparation for fine-tuning. • Evaluated 500+ annotation tasks using structured feedback and rating criteria • Wrote and tested high-quality prompts and adversarial inputs for stress-testing • Labeled multi-class text tasks including classification, NER, and sentiment • Conducted summarisation and fact-checking preference ranking for training pipelines

2024 - Present

Budget & Data Reporting Analyst — Abia State Ministry of Budget & Planning

DocumentData Collection

Prepared and curated government datasets by cleaning, organizing, and interpreting records using spreadsheet and BI tooling. Verified data integrity through cross-referencing across multiple reports to resolve inconsistencies. Produced analytical outputs with strict accuracy requirements that support reliable dataset preparation. • Cleaned and interpreted large government datasets with accuracy-focused processes • Cross-referenced records to identify and resolve inconsistencies • Produced analytical reports for senior stakeholders • Applied data verification and integrity checks akin to dataset QA

2025 - 2025

Engineering Data & Reporting Intern — Julius Berger Nigeria PLC

DocumentData Collection

Collected and maintained structured project datasets and built reporting templates for productivity monitoring. Assisted engineers with documentation that followed prescribed formats and guidelines. Supported structured data preparation practices aligned with reliable dataset creation. • Maintained structured datasets for project tracking and reporting • Designed reporting templates to standardize data collection • Assisted with engineering documentation following strict formats • Supported productivity monitoring through organized record keeping

2022 - 2022

Education

Work History