Storytelling is in everything. Even data deserves a storyteller—someone to bring clarity, context, and meaning. Technical documentation is more than instructional guide; it’s a narrative that connects people to information, transforming complexity into something accessible, reliable, and human. By weaving structure with understanding, I ensure every detail has a purpose and every user has a guide.

Documentation

Technical Writing Guidelines

Technical Scripts (For Video Narration)

Part One: Reviewing AI Output for Risk, Not Just Accuracy

A narrated instructional script that teaches reviewers how to evaluate AI-generated responses beyond factual correctness, focusing on risk, impact, and foreseeable harm. Demonstrates translating abstract policy into practical, repeatable judgment.

Part Two: When to Escalate — Making Confident Decisions Under Uncertainty

A narrated tutorial focused on escalation decisions in ambiguous, high-stakes scenarios. Shows how to weigh uncertainty against potential impact and document reasoning clearly when risk exceeds confidence.

Part Three: Calibration — Aligning Judgment Across Reviewers

A narrated script about achieving consistency at scale through calibration, shared reasoning, and documentation. Emphasizes alignment of judgment across teams without sacrificing independent decision-making.