Donald Brinkman
[[PLACEHOLDER_SLOP: hero headline, AI and agentic systems / creator economies / trust and safety register, Signal]]
- 100M+ [[PLACEHOLDER_SLOP: proof label for 100M+ users shipped]]
- $260M / 300+ [[PLACEHOLDER_SLOP: proof label for creator economy / studios]]
- 2M+ [[PLACEHOLDER_SLOP: proof label for 2M+ users conversational AI]]
- CHI 2024 [[PLACEHOLDER_SLOP: proof label for peer-reviewed]]
[[PLACEHOLDER_SLOP: About heading, Signal]]
[[PLACEHOLDER_SLOP: short narrative About, Signal, first sentence carries the weight]]
[[PLACEHOLDER_SLOP: timeline section heading, Signal]]
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Research Engineer
OptiMetrics, Inc.
DARPA-funded research in quantum computation, cryptography, and signals intelligence; held TS/SCI clearance.
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Principal
Menrva Research
Independent research practice.
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R&D Program Manager
Microsoft Research
Digital-humanities research and large-scale cultural preservation.
- AIDS Memorial Quilt: 50,000 panels searchable
- SXSW Best Educational Technology, 2013
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Senior Program Manager, Bing Relevance & AI
Microsoft
Search relevance and an Office speller shipped at scale.
- 100M+ users
- 6% aggregate accuracy lift, 37%+ on tail queries
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Senior Product Manager, Conversational AI
Microsoft (AI + Research)
A conversational AI built 0-to-1: evaluation, human-data pipelines, and the safety operations that kept it live.
- 2M+ users
- Safety method peer-reviewed at CHI 2024
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Principal Group Program Manager, Esports
Microsoft
Esports across first-party surfaces; the Smash.gg acquisition revived and integrated.
- Match-stats experiences to 40M+ MAU
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Director, Creator Partner Program
Mojang Studios (Microsoft)
Policy, enforcement, partnerships, and a unified data instance for a nine-figure creator marketplace.
- $260M ecosystem, 300+ studios
- Partner confidence 23% to 87%
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Director, Fortnite Developer Programs
Epic Games
Developer programs and an AI-accelerated pipeline refactor, cut short by a restructuring.
- 40% of a targeted 70% workflow automation
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Independent Researcher, Multi-Agent AI Systems
Self-directed
An applied study of agentic ensembles, run as a working method; public essay series.
Now