Israel A.

Key Skills

Software

Don't disclose

Top Subject Matter

AI-assisted technical writing and structured documentation for engineering research

Technical document generation and validation for engineering system documentation

Programmatic reconstruction of structured documents and visuals for research paper outputs

Top Data Types

Text

Document

Top Task Types

Prompt + Response Writing (SFT)

Data Collection

Freelancer Overview

AI-Assisted Technical Researcher & Data Analyst (Independent/Freelance). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose, Microsoft Word, and python-docx. Education includes Bachelor of Engineering, Osun State University (UNIOSUN) (2026). AI-training focus includes data types such as Text and Document and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

Labeling Experience

AI-Assisted Technical Researcher & Data Analyst (Independent/Freelance)

Don't discloseTextPrompt + Response Writing (SFT)

Performed AI-assisted technical documentation work by generating structured, guideline-compliant written outputs using large language models. Produced and validated reasoning chains and high-quality structured documents suitable for training or evaluation-style workflows. Applied rigorous consistency checks and rapid iteration based on feedback to refine outputs. • Worked with Claude (Anthropic) and other LLMs to accelerate technical writing and validation of reasoning • Generated structured multi-step technical documentation simulating complex engineering systems • Ensured strict adherence to formatting and output guidelines under tight deadlines • Coordinated iterative refinement and peer review cycles across concurrent deliverables

2022 - Present

Survey Research Coordinator (Sickle Cell & Reproductive Options Study)

DocumentData Collection

Designed and administered a structured academic research survey and coordinated data collection from participants. Performed quantitative reliability analysis to validate instrument consistency for research outputs. Produced a formal methodology chapter addressing statistical concerns with academic rigor and repeatable survey design practices. • Built a structured survey instrument and coordinated study participant data collection • Computed Cronbach's alpha in SPSS to assess reliability and consistency • Identified and addressed sample size limitations for research readiness • Wrote methodology content focusing on statistical rigor and reproducibility

2024 - 2025

Final Year Research Engineer (Capstone Project)

Document

Completed end-to-end academic technical documentation for a complex drone system with strict formatting and evidence-based methodology. Produced zero-tolerance APA-compliant reports with multiple chapters, tables, and dedicated figure pages, emphasizing guideline adherence. While not traditional labeling, the work involved structured content generation and verification aligned with training-data quality practices. • Authored a five-chapter system report with APA 7th edition citations and strict formatting controls • Produced technical specifications and subsystem documentation requiring consistent structure across sections • Developed mechanical design rationale and structural trade-off arguments for engineering documentation • Managed report production with detailed formatting checks to avoid deviations

2024 - 2025

Technical Writer & Python Developer (Engineering Journal Project)

Document

Programmatically reconstructed and expanded an engineering journal paper by regenerating structured document content and associated visuals. Diagnosed and corrected deeply nested XML/OOXML schema errors to ensure guideline-compliant, machine-structured outputs. Rebuilt chart assets and ensured schema compliance for Word-embedded, pixel-accurate visuals. • Expanded a published paper from a single-machine to a four-machine scope with data re-analysis • Regenerated dual-axis clustered bar charts via Python while fixing OOXML schema violations • Corrected deeply nested XML structure errors that standard tools missed • Rebuilt document structures to ensure consistent formatting and visual integrity

2023 - 2024

Education

Work History