Michael Farley - Technical Writing, Security Enablement & AI Solutions

Key Skills

Software

Google Cloud Vertex AI

Internal/Proprietary Tooling

Top Subject Matter

Security Management

AI Orchestration

Technical Writing

Top Data Types

Text

Document

Top Task Types

Classification

Text Generation

Question Answering

RLHF

Freelancer Overview

GSOC Training Supervisor | Technical Writer | AI Operations Specialist Brings 16 years of professional experience in high-stakes security operations, compliance, and structured data analysis. Certified in Technical Writing (Oregon State University, 2026), specializing in the creation of rigorous, clear, and accurate documentation. AI-Training Focus: RLHF & Model Alignment: Expert evaluation of LLM outputs for technical accuracy, factual consistency, and safety compliance. Complex Prompt Engineering: Developing multi-step reasoning chains for specialized security and training workflows. Structured Analysis: High-fidelity data labeling and classification for proprietary tooling and enterprise AI solutions.

IntermediateEnglish

Labeling Experience

Technical Documentation Synthesis & Fact-Verification

TextPrompt Response Writing SFT

Focused on the evaluation of LLM-generated technical manuals and instructional guides. Tasks: Audited AI-generated documentation for structural integrity, clarity, and conciseness based on Oregon State University technical writing standards. Quality Measures: Identified and corrected "technical hallucinations" where the model simplified complex procedures to the point of inaccuracy. Scope: Benchmarked model performance across different formatting styles (Markdown, structured lists, and procedural documentation) to ensure "professional-grade" output.

2024 - Present

Internal LLM Instruction Tuning & Performance Benchmarking

TextRLHF

Managed the end-to-end refinement of an internal agentic AI framework (GABI/IAN) designed for intelligence analysis and corporate onboarding. Scope: Evaluated and labeled 500+ model-generated responses for factual accuracy, safety compliance, and adherence to technical writing standards. Tasks: Performed rigorous Instruction Tuning by drafting complex multi-step prompts and ranking model outputs based on logical reasoning and brand voice. Quality Measures: Utilized a "Gold Standard" rubric to eliminate hallucinations and ensure that all outputs met professional Technical Writing benchmarks (structure, clarity, and conciseness).

2024 - Present

Education

O

Oregon State University

Certificate in Technical Writing, Technical Writing

Certificate in Technical Writing

2026 - 2026

Work History

Z

Zoox

GSOC Training Supervisor

N/A

2024 - Present

V

Visa

Assistant Regional Security Manager

N/A

2023 - 2024