Transformers Explained
Transformer architecture explained step by step - the full architecture, every attention variant, positional embeddings, and every layer inside a Transformer.
https://github.com/amitshekhariitbhu/transformers-explained ↗Thesis fit
Good fit
Within your typical scope; diligence still required.
In your usual scope
Idea match
None
How close the company’s idea is to your thesis statement
Sector
ai
Overlap with sectors you care about
Geography
Outside
Outside your target regions — scores 0
Your thesis: “We back exceptional technical founders building AI-first products and infrastructure, deploying $100K checks within 24 hours.”
Founder ↑ improving
Traction ↑ improving
Idea vs market → stable
▸ Add / edit details
Correct facts used on the next screening or memo.
Activity & evidence
Similar baseline plays (YC · idea space)
Social Construct
· Inactive
Social Construct designs and assembles large apartment buildings
…
founders not scraped yet
Roin Technologies
· Acquired
Building robots to automate commercial concrete construction.
Jim Delaney
Gunner Robinson
Apply Design
· Active
Helping realtors showcase the full potential of their properties
founders not scraped yet