Constraint-Driven Model Optimization: An Industry Framework for Selecting Compre
The rapid deployment of machine learning systems across cloud, edge, and enterprise environments has brought model optimization to the forefront of systems-engineering. Despite a rich literature spanning quantization, pruning, knowledge dis
https://arxiv.org/abs/2607.13735v1 ↗Thesis fit
Good fit
Within your typical scope; diligence still required.
In your usual scope
Idea match
Light
How close the company’s idea is to your thesis statement
Sector
ai
Overlap with sectors you care about
Geography
Unknown
Location unknown — scores 0
Your thesis: “We back exceptional technical founders building AI-first products and infrastructure, deploying $100K checks within 24 hours.”
Founder → stable
Traction → stable
Idea vs market → stable
▸ Add / edit details
Correct facts used on the next screening or memo.
People
D
Dhruv Shivkant
1.0
low confidence
S
Saket Mohanty
1.0
low confidence
U
Utkarsh Wadhwa
1.0
low confidence
Activity & evidence
Similar baseline plays (YC · idea space)
Ben Firshman
Andreas Jansson
FloydHub
· Inactive
ML Platform for developing, training and deploying ML models
founders not scraped yet
RunLocal AI
· Active
The AI agent for model deployment, inference optimization and…
founders not scraped yet