Adam Shuaib builds what he calls an algorithmic seed fund at Episode 1, using machine learning and datasets of 20,000+ early-stage companies to systematically identify promising founders before traditional investors spot them. As one of the few venture partners with both an ML PhD from Cambridge and check-writing authority, he leads internal research that quantifies founder success signals and translates those findings into the firm's investment decisions.
About their Fund
Sectors
AI, SaaS, Enterprise, Deeptech / Hardware, Fintech
Rounds
Pre-Seed - Seed
Avg Check Size
Notable Investments
Episode 1 uses proprietary data-driven tools to scrape LinkedIn, Product Hunt, and GitHub to identify promising founders before they have much online presence, often becoming the first fund to contact them and sourcing about 25% of new investments this way. The fund focuses exclusively on pre-seed and seed B2B software companies with a mandate to get them to Series A, claiming 73% of their portfolio companies successfully raise Series A rounds, while providing intensive whole-firm support that founders describe as having the entire partnership engage with each investment.
Notable Fund
Investments
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Sheets they're in
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Sheets they're Fund is in
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Popular Investors
investor name
Active in
Rounds
Avg. Check
Links
Deeptech / Hardware
Robotics
Biotech
+
12
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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
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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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