SELECTED CASE STUDIES

Process, Knowledge & Content Transformation

Three examples showing how I improved complex information environments through visual communication, knowledge discovery, workflow automation, and usage analytics.

Choose a case study: Click any card below to view its challenge, approach, and outcome.

CASE STUDY 01

Visual-First Documentation for Global Teams

Reframing complex robotics workflows so engineering, QA, and non-native English stakeholders could understand and review them more effectively.

Information Design Visual Communication Review Workflow

CHALLENGE

Text-heavy documentation challenge

Global teams were relying on text-heavy English documentation for complex robotic workflows, resulting in repeated clarification requests and slower reviews.

APPROACH

Visual-first documentation approach

Introduced visual workflows, annotated diagrams, and structured PDF reviews so technical and non-technical stakeholders could interpret the same process more consistently.

OUTCOME

Visual documentation outcome

Documentation-related queries reduced by approximately 40%, while cross-region reviews became easier and more confident.

What this demonstrates Information architecture • audience adaptation • workflow simplification • cross-functional communication

CASE STUDY 02

AI-Assisted Knowledge Discovery

Exploring conversational access to technical specifications so users could locate information without navigating complex documentation structures manually.

Knowledge Discovery Conversational AI Self-Service

CHALLENGE

Knowledge discovery challenge

Users struggled to locate the correct specifications in Read the Docs and often depended on documentation owners to identify the right page.

APPROACH

AI-assisted search approach

Designed a conversational knowledge-discovery experience supporting natural-language questions and direct access to relevant specification content.

OUTCOME

Knowledge discovery outcome

Improved self-service access for internal teams and reduced dependency on manual specification lookup for testers and support users.

What this demonstrates Knowledge management • search experience • conversational interfaces • AI-assisted information discovery

CASE STUDY 03

Documentation Usage Analytics & Automation

Creating visibility into how documentation was being used so product and engineering teams could make better content-maintenance decisions.

Power Automate Usage Analytics Continuous Improvement

CHALLENGE

Documentation usage visibility challenge

Documentation was available in Read the Docs, but stakeholders had limited visibility into what users were looking for and whether content was helping them.

APPROACH

Documentation analytics approach

Built a lightweight feedback workflow using Microsoft Forms and Power Automate to capture user intent and content usefulness, then consolidated the results for review.

OUTCOME

Documentation analytics outcome

Product teams gained measurable usage insights to prioritize improvements, retire lower-value content, and bring documentation evidence into review discussions.

What this demonstrates Workflow automation • evidence-based decisions • KPI thinking • stakeholder reporting • content lifecycle improvement

CONNECTING THE WORK

From documentation delivery to knowledge operations

These projects reflect the broader evolution of my work: moving beyond content creation into information architecture, knowledge discovery, workflow automation, measurement, and governance.