I designed and built three complementary systems.

THE OPPORTUNITY
Recurring marketing work needed more than one-off prompts. I built three complementary systems to make intelligence reusable and execution repeatable.
01 / MARKETING SKILLS
Canonical context captures durable company, product, and market knowledge.
Execution playbooks put that knowledge to work through reusable, task-specific methods.
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02 / GTM
Customer proof turns anonymized evidence into sales materials. Onboarding proof connects feature adoption to relevant peer examples.
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03 / PMM INTERNAL
Competitive intelligence, launch intake, and adoption workflows—prepared by automation, interpreted and approved by people.
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THE RESULT
Reusable marketing intelligence. More consistent execution. More room for strategic work and human judgment.
Qualitative outcomes, with human oversight—not unverified productivity or business-impact claims.
Claude
GitLab
Temporal
Slack
Notion