Open to work

Hi, I'm Marcela.

I specialize in AI-ready content that enables self-service and scalable knowledge operations that reduce ticket volume. I create content that customers love to use.

From nerdy communication with gamers on Blizzard community forums to managing Microsoft support content and running a 30k YouTube VMware tutorial channel, I make sure customers always get the right content, the way they want it and how they want it.

My Expertise Clusters

Support ContentSEO, AEO, governanceCustomer Self-ServiceKnowledge Management, KCSProgramme ManagementChange ManagementCXExcellence
Recent impact at
MicrosoftMicrosoft
EA GamesEA Games
VMwareVMware
BlizzardBlizzard
10%+
Ticket Deflection
VMware, Microsoft, EA
69β†’94%
Content Freshness for AI Visibility
Microsoft β€” highest in org
80%
Faster Reviews
AI editorial QA (EA)
✨
Currently working on: AI Fluency
πŸ“˜ Current AI Focus
In Progress
AI in Business Microcredential
LinkΓΆping University - EU-funded (Digital4Business)
Completed
Business Analytics Credential
Harvard Online
🧠 Applied AI Foundation
  • 8+ years integrating ML into content ops
  • Machine Translation, Toxicity ML, Copilot readiness
  • AI governance and content structure design
🌍 Languages and Global Work
Working with global teams5+ years remote
πŸ‡΅πŸ‡±Polish (Native)
πŸ‡¬πŸ‡§English (Fluent)
Cambridge
Cambridge Certificate
Business English (BEC)
πŸ“š Education & Certifications
University of Opole
Master's β€” Public Administration (EU Governance)
University of Opole, Poland - EQF 7
BPP University
Postgraduate Diploma β€” Digital Marketing
DMI & BPP University - EQF 7
πŸ… Certifications
Harvard OnlineBusiness Analytics
LinkΓΆping UniversityAI in Business
MTUDesigning Innovative Services
McKinsey.orgMcKinsey Forward
Track Record

Career Timeline.

Owned operational performance of a 5,000+ article global support ecosystem. Increased content freshness from 69% to 94% in 3 months. Led Skype and Windows 10 deprecation with zero escalation.

69β†’94%Freshness
+30%Helpfulness
1d→1hrOnboarding
Social Proof

What Colleagues Say.

β€œShe has deep knowledge of the content business... Her portfolio achieved the highest content freshness score of all Office portfolios.”

Senior Content Publishing Manager
Microsoft

β€œMarcela had built a reputation for being an extremely hard worker... she shows a positive approach and inspires others.”

People Manager
Blizzard Entertainment

β€œExtensive experience in community support, multimedia content, KCS, and content management. Highly recommended.”

Senior Support Product Manager
VMware / Bentley Systems

Testimonials originally published on LinkedIn

AI & ML

AI Journey.

I've been building the human-AI interface for customer support since c. 2017.

c. 2017BlizzardBlizzard

Machine Translation β€” SDL Trados

Built Polish gaming vocabulary, improving accuracy ~40%.

Click for details

Machine Translation β€” SDL Trados

500+ terms glossary. First ML in Blizzard CS.

c. 2017–2018BlizzardBlizzard

ML Toxicity Detection

Collaborated with ML teams on player behavior classification systems.

Click for details

ML Toxicity Detection

Helped train models to identify toxic content in gaming communities.

2022–2024VMwareVMware

AI-Ready Content Architecture

Designed content structures optimized for AI consumption and retrieval.

Click for details

AI-Ready Content Architecture

Built frameworks for machine-readable documentation.

2024EA GamesEA Games

AI Editorial QA

Implemented AI-powered content review workflows.

Click for details

AI Editorial QA

80% faster editorial reviews with consistent quality.

2024–2025MicrosoftMicrosoft

Copilot Content Readiness

Prepared 5,000+ articles for AI assistant integration.

Click for details

Copilot Content Readiness

Ensured content freshness for AI visibility (69β†’94%).

Community

DEI & Leadership.

EAEAΒ·VMwareVMware

"I Am Remarkable" Facilitator

Delivered 15+ workshops (online and in-person) across EA and VMware. Consistently high attendance and outstanding feedback. Recognised by leadership for driving employee confidence and self-advocacy.

+500 employees empowered
BlizzardBlizzard

Women's Network – Communication Officer (Cork)

As Communication Officer for the Blizzard Cork Women's Network, I owned the SharePoint page and authored regular newsletters, keeping members engaged and informed. Strengthened community and amplified women's voices in gaming.

200+ members reached monthly
VMwareVMware

Lean-In Circle Founder (Cork)

Founded and led the first Lean-In Circle at VMware's Cork office. Created a safe peer-mentorship space for employees to share experiences, develop leadership skills, and support career growth. Sustained active membership over several quarters.

First at VMware Cork
Personal

Who I Am After Work.

Macro Photography

Award-winning work featured in the Irish Examiner. Capturing the unseen world up close.

View gallery→

Knowledge Management Blog

Thought leadership on knowledge management, AI, and content strategy.

Read blog→

Carrigtwohill Gospel Choir

Community singing that lifts spirits.