Shaq Vayda focuses on companies that turn hard-to-detect signals, like infrared, RF, and genetic data, into usable information, a thread that runs through his earlier work at NASA, Northrop Grumman, Illumina, and GRAIL and now shapes how he invests at Lux Capital in areas like computational biology, synthetic biology, data infrastructure, and semiconductors. He's known for looking at early-stage, highly technical companies where the value created downstream can be bigger than what the company itself captures, and colleagues like LabGenius CEO James Field have pointed to his judgment on company boards, especially knowing when to push founders and when to simply listen.
About their Fund
Sectors
AI, Biotech, Defense, Deeptech / Hardware, Energy
Rounds
Seed - Series B+
Avg Check Size
$2M - $20M
Notable Investments
Lux Capital explicitly aims to "turn science fiction into science fact" by backing companies at "the intersection of the new and the not-yet-imagined," built around scientists, engineers, and polymaths rather than traditional finance backgrounds who can deeply interrogate emerging science and complex tech. The firm systematically mines academia and government labs for "technological gems" and has become one of the earliest institutional backers of dual-use and defense technology, explicitly trying to "reintroduce the Pentagon to Silicon Valley" while operating an unusual in-house media platform to explore opportunities at the fringes of science, technology, and geopolitics.
Other partners at the fund
Notable Fund
Investments
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Popular Investors
investor name
Active in
Rounds
Avg. Check
Links
Deeptech / Hardware
Robotics
Biotech
+
12
View more in profile...
Unknown
Pre-Seed - Seed
Unknown
$400K - $2M
Unknown
Defense
Deeptech / Hardware
Energy
+
7
View more in profile...
Unknown
Pre-Seed - Series A
Unknown
$100K - $5M
Unknown
Defense
Deeptech / Hardware
Energy
+
7
View more in profile...
Unknown
Pre-Seed - Series A
Unknown
$100K - $5M
Unknown
Biotech
Health
Deeptech / Hardware
+
2
View more in profile...
Unknown
Pre-Seed - Seed
Unknown
$250K - $2M
Unknown
Climate
Deeptech / Hardware
Materials
+
4
View more in profile...
Unknown
Pre-Seed - Seed
Unknown
$400K - $1.5M
Unknown
Deeptech / Hardware
Robotics
Biotech
+
7
View more in profile...
Unknown
Pre-Seed - Seed
Unknown
$400K - $2M
Unknown
Deeptech / Hardware
Robotics
Biotech
+
2
View more in profile...
Unknown
Pre-Seed - Seed
Unknown
~$750K
Unknown
Fintech
Deeptech / Hardware
Devtools
+
2
View more in profile...
Unknown
Pre-Seed - Series A
Unknown
$250K-$1M
Unknown
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