Resume
Documentation Engineer | AI Workflow Design | Knowledge Systems
I build documentation infrastructure, from migration pipelines and localization systems to GitHub Actions workflows and AI-embedded documentation. I work at the intersection of engineering and documentation: translating technical requirements into systems, aligning cross-functional teams around new workflows, and shipping documentation infrastructure that scales.
You can also check out my GitHub profile, LinkedIn, or email me directly.
Skills
- AI and automation workflow design: building AI-embedded pipelines and prompt-engineering rules
- API documentation and consolidation: OpenAPI-driven docs, GitHub Actions publishing workflows
- Cost optimization: retiring redundant tools, delivering measurable annual savings
- Cross-functional collaboration: partnering with engineering, PMs, IT, and translation vendors
- Docs-as-code and version control: Git-based workflows, PR review, and CI/CD-integrated publishing
- Documentation platform leadership: owning end-to-end documentation migration and platform architecture
- Information architecture and content design: content taxonomies, template hierarchies, and topic-type frameworks at scale
- Localization program management: vendor discovery through production-scale translation pipelines
- Process optimization: redesigning documentation lifecycles and audit processes for measurable efficiency gains
- Risk management: content freezes, rollback plans, and zero-breaking-change launches at scale
- Stakeholder management: aligning engineering, legal, security, and product around one plan
- Systems diagnostics and troubleshooting: root-cause analysis and self-service resolution tooling
Work experience
Technical Writer
Nexthink | Madrid, Spain | December 2023 - Present
Own the documentation platform and tooling for the Product Education team, driving automation and cross-functional infrastructure initiatives.
Key achievements:
- Led a team of seven to migrate 4,000+ pages of product documentation from Confluence to GitBook in under four months, resulting in:
- A zero-breaking-change launch, supported by 600+ mapped redirects
- A new documentation lifecycle process that the team adopted going forward
- IT and security sign-off for the Okta SSO integration ahead of cutover, with no delays
- Led an API documentation migration from Stoplight to GitBook under a hard vendor contract deadline with no parallel-run window, resulting in:
- €35,000 in annual cost savings
- A zero-breaking-change domain transition
- A consolidated developer experience across documentation portals
- Led a Japanese localization initiative from vendor discovery to MVP in two sprints, resulting in a Crowdin-GitHub-S3 pipeline translating 9,000+ files, including:
- Built prompt-engineering rules with an AI engineer to prevent mistranslated product names and broken markdown syntax.
- Onboarded engineering onto Crowdin, expanding the platform beyond the documentation team.
- Created and maintained documentation across 5+ products, in collaboration with Product Managers and engineering, translating complex systems into structured, accessible content.
- Evaluated the localization pipeline for extension to 80+ e-learning courses.
- Led internal enablement workshops on documentation processes for 22+ Product Managers.
- Presented an AI automation initiative to auto-generate release notes by integrating Aha! with documentation tooling, resulting in the hire of a dedicated AI engineer to build it out.
- Created and maintained AI Model Card documentation as a distinct documentation template category, partnering with legal and security to meet their review and compliance requirements.
- Collaborated with engineering to document the AI model’s architecture, processing modes, and data visualization capabilities for the AI Model Card.
- Owned the documentation-visibility process for an in-product AI search feature, working with engineering to implement a mechanism for excluding specific sections from AI retrieval.
- Led weekly AI sessions on prompt engineering and ChatGPT integration, embedding ChatGPT projects into team workflows.
- Diagnosed a GitBook-GitHub image sync defect: GitBook lets duplicate filenames exist across pages while GitHub requires unique ones, causing silent image overwrites during sync that broke the Japanese localized documentation specifically.
- Created a guide to walk the team through the diagnosis on a call, rather than fixing it quietly alone.
- Led a team sync to present the issue and align on a fix, proposing a descriptive, unique naming convention to replace the generic, duplicate-prone filenames causing the conflicts.
- Built a documentation troubleshooting playbook covering broader GitBook-GitHub sync failures, including config errors, structure issues, and branch mismatches, enabling the documentation team to resolve issues independently.
- Mentored a junior technical writer into independently owning the release cycle.
- Coordinated staging-to-production branch handoffs with feature development teams to keep the API documentation pipeline aligned with release cycles.
- Collaborated on a GitHub repository naming-convention cleanup for in-product documentation, standardizing file/folder structure to lowercase with zero breaking changes to production.
Technical stack: GitBook, GitHub Actions, Stoplight, Confluence, Markdown, Git, Postman, OpenAPI, CI/CD pipelines, AI automation, prompt engineering, Claude Code, ChatGPT, Custom GPT, Aha!, n8n, Vercel, Crowdin, YAML, Miro, Mermaid diagram, Agile methodologies, Jira
Technical Writer
MultiSafepay | November 2022 - December 2023
Solo technical writer owning the documentation lifecycle across 6+ cross-functional teams for a fintech platform, using docs-as-code.
Key achievements:
- Collaborated with engineering to integrate Redocly CLI rule configuration into the API documentation repository. This eliminated sprint delays and achieved 100% on-time API documentation updates while reducing errors and inconsistencies across specs.
- Partnered with the QA team to independently test new features, ensuring accurate documentation and comprehensive edge case coverage. This decreased support tickets and improved overall API usability and reliability.
- Maintained and updated documentation for existing product features as the platform evolved, keeping content accurate across frequent releases in collaboration with product managers (PMs) and engineering.
- Independently managed and prioritized documentation work through Jira, balancing competing priorities across multiple product releases as the sole writer on the team.
- Worked closely with subject matter experts and PMs during handovers, keeping documentation as the source of truth as the product evolved in an agile environment.
- Conducted quarterly documentation audits to identify and correct errors and inconsistencies across product documentation.
- Supported the development team with UX writing, improving in-product UI text.
- Rewrote existing documentation to align with topic types as part of quarterly OKRs.
Technical stack: Docs-as-code, REST APIs, YAML, OpenAPI specification, Postman, Redocly CLI, Git, GitHub, Jira, Agile methodologies, Miro, Mermaid diagram
Frontend Developer
PwC and Delpero | September 2020 - September 2021
Key achievements:
PwC:
- Developed a landing page for management software in collaboration with 10+ engineers, delivering a solution used by 1200+ internal users.
- Supported the team through full software lifecycles, including concept, design, implementation, deployment, testing, and release.
- Collaborated directly with the designer and QA team to fix cosmetic and functional bugs from backlog to production.
Delpero:
- Delivered login page layout UI for dashboards to production within a two-week sprint in an Agile environment.
- Collaborated with a cross-functional team of 5+ developers using best practices.
- Designed admin layout following UI principles and design thinking using Figma.
Technical stack: Frontend development, UI/UX design, Figma, Agile methodologies, sprint planning, cross-functional collaboration
Quality Officer
South African Weather Service | February 2019 - July 2019 (Contract)
Key achievements:
- Improved surveillance audit results by 30% through closer internal audit process oversight, aligned to ISO 9001:2015 standards.
- Led strategic planning for the execution, maintenance, and continuous improvement of an ISO 9001 certified Quality Management System (QMS), aligning quality processes to organizational goals and objectives.
- Successfully led and trained teams of 60+ in collaboration with the IT department on a SharePoint portal integration, decreasing work duplication across the organization.
- Implemented an improved process to map documents into the Safety, Health, Environment, and Quality (SHEQ) portal on SharePoint across 22 offices.
- Managed stakeholder relations with the ISO 9001 certification body and internal business units, serving as the primary point of contact for certification and audit activities.
- Conducted ISO 9001:2015 compliance audits using a risk-based, process approach, evaluating operational effectiveness across business units.
- Developed and delivered training material to build a pool of QMS Internal Auditors, improving their auditing and reporting skills and on-time CAPA closure, and expanding the organization’s internal audit capacity.
- Analyzed QMS performance trends and presented findings in Management Committee feedback sessions to inform strategic decision-making.
- Managed the organization’s Corrective and Preventive Action (CAPA) process, facilitating implementation of actions arising from both internal (first-party) and certification (third-party) audits.
- Developed the QMS Internal Audit Plan, including scope, schedule, and human resource allocation.
- Administered and maintained the Electronic Quality Management System (EQMS), including documentation control and process management.
- Communicated, mediated, and documented issues raised by stakeholders across the organization.
Technical stack: ISO 9001:2015, Quality management systems, SharePoint, Electronic Quality Management System (EQMS), Internal auditing, Risk-based auditing, CAPA management, Stakeholder management
Education and certifications
- AI Agent Bootcamp – Certificate of Distinction – Lonely Octopus (2025)
- AI Engineering Onramp – Maven (2025)
- AI Product Management Course – Maven (2025)
- API Fundamentals for Practitioners – LaunchAny (October 2024)
- Postman API Fundamentals Student Expert (May 2024)
- Writing in Plain Language – LinkedIn Learning (2023)
- Creating API Documentation – LinkedIn Learning (2022)
- Technical Writer Course – Technical Writer HQ (July 2022)
- SheCodes React Workshop – SheCodes (2020)
- SheCodes Plus Workshop – SheCodes (2020)
- SheCodes Coding Workshop – SheCodes (2020)
- B.Tech. Quality – University of Johannesburg (2018)
Rendani