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  1. Home
  2. /VCs
  3. /David Yang
  4. /Briefing
Pre-Pitch Briefing

David Yang

Partner at Lux Capital

Check size: Firm-level: Lux says it can invest from an initial $100K through high-conviction follow-ons as large as $100M across the company-building arc. This is not David's personal standard check range.

InceptionPre-SeedSeedSeries AEarly StageGrowthTherapeuticsBiotechnologyR&D ToolsBiopharma InfrastructureGene TherapyComputational BiologyDiagnosticsLife Sciences AI

Their Thesis

David backs scientific founders in therapeutics, R&D tooling, and biopharma infrastructure, looking for research edges early enough to matter. His research and company-building background supports a translational lens: find important science before it is broadly distributed, test whether the platform creates a repeatable advantage rather than a single asset, and build the operational infrastructure required to turn experimental insight into durable medicines or tools.

How to Pitch Them

Start with the scientific insight and why it is both important and non-obvious. Bring reproducible evidence, mechanism, comparison with the current standard, translational and regulatory path, development milestones, capital requirements, and the platform or infrastructure leverage beyond a single program. Explain what remains unpublished or uniquely knowable and why this team can move before the edge diffuses.

What Excites Them

Entrepreneurs and innovators with differentiated therapeutic science, enabling R&D tools, or infrastructure that accelerates drug development. Lux's broader lens favors technically hard, early, confusing frontiers and overlooked founders; David has specifically emphasized moving quickly when a scientific idea has a short competitive half-life.

What They Pass On

No personal pass list is published. His stated search for unpublished scientific edges and Lux's frontier strategy imply limited fit for incremental programs without differentiated science, platforms whose advantage is easily copied after publication, and research that lacks a plausible translation path into a product, therapeutic, or enabling infrastructure.

Key Frameworks

Scientific-edge half-life

Assess how quickly competitors can reproduce or act on a scientific insight after publication, what remains proprietary, and whether the team can translate the edge into data, intellectual property, infrastructure, or clinical progress before it diffuses.

Research-to-platform translation

Connect a reproducible scientific result to a product or therapeutic path, then test whether the underlying tools, data, or operating system create repeatable leverage beyond one experiment or asset.

In Their Own Words

“The half-life of a good idea in biotech has been shortened.”

— https://www.linkedin.com/posts/davidkmyang_us-vcs-race-to-tap-chinas-biotech-innovation-activity-7333944650480685057-KYfH

“We want to get into these ideas even before they get published.”

— https://www.linkedin.com/posts/davidkmyang_us-vcs-race-to-tap-chinas-biotech-innovation-activity-7333944650480685057-KYfH

Lux Capital Portfolio

Top Sectors

Increasing Productivity + Efficiency3
Biology + Biochemistry; Advancing Human Health; Progressing Science + Knowledge2
Infrastructure + Computer Science2
Increasing Productivity + Efficiency; Infrastructure + Computer Science2
Infrastructure + Computer Science; Progressing Science + Knowledge2

Stage Distribution

Series D2
Series F1
Series B1
Series C1
SPAC1
Shop
Sfstandard
Wsj
Gtkpartners
Fs
Jacksondahl
The orthogonal bet
Echodyne
$5.0M
Kurion (acquired by Veolia)
$5.0M
Shapeways
$5.0M

+ 38 more investments. View fund →

← Full profileLinkedInLux Capital website