Danny Guan
@dannyguan
I build AI developer products through strategy, analytics, and technical execution.
What I'm looking for
At AMD, I own product strategy for ROCm Blogs and built the business case for AMD Developer Hub integration, using GA4 and stakeholder research to address discoverability barriers. I translate business and engineering needs into PRDs, Jira epics, prioritized backlogs, release plans, and go-to-market recommendations.
I've led ROCm Blogs from launch through scale for 100+ contributors and developed Python package strategy across PyPI and Anaconda. I also build AI systems in Python and Rust, including an open-source dependency resolver adopted as the FSE 2026 APDR competition baseline.
Experience
Work history, roles, and key accomplishments
Owned product strategy and the ROCm Blogs roadmap; defined and monitored post-launch success metrics, tracking 223K active users, 640K page views, and 165K link clicks through Aug. 2026. Built the business case for AMD Developer Hub integration; combined GA4 and stakeholder research to identify two discoverability barriers and align stakeholders on the roadmap.
Led ROCm Blogs from launch through scale for 100+ contributors; gathered requirements, simplified the content taxonomy, and shipped metadata-validation and grid-generation automation. Defined ROCm's PyPI and Anaconda strategy, creating a Jira roadmap with nine PyTorch/JAX workstreams and support policies for Python 3.11–3.13 and Linux.
Professional Development Intern Steering Committee
May 2024 - Aug 2025 (1 year 3 months)
Led an eight-member committee delivering workshops, seminars, and speaker sessions for 200+ interns.
Education
Degrees, certifications, and relevant coursework
Toronto Metropolitan University
Bachelor of Science, Computer Science
2021 - 2026
Pursued a Bachelor of Science in Computer Science, completing the degree in May 2026.
Availability
Location
Authorized to work in
Website
github.com/Danny213123Portfolio
github.com/Danny213123Job categories
Skills
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