Colins AI jobs and careers

About Colins AI

Colins AI builds custom Graph and Physics Informed Neural Networks to solve the following niche problems: Biotech: Rational Design of Protein Degraders We create custom Graph AI Models that map the full 3D geometry of your specific ternary complex or ADC conjugate. We then rationally construct a synthesizable Linker or Molecular glue based on valid fragments and reactions. Deep Tech: Solid-State Battery Simulation. We help you reach manufacturability faster. With Physics Informed Neural Networks that simulate ion transport, stress-coupled kinetics, and fracture mechanics, we predict critical dendrite and SEI formation over hundreds of cycles. Banking: Fraud Detection for Mid-sized Banks. We provide mid-sized banks the advanced Graph technology that the larger banks use for just 10% of the cost. We identify mule network schemes, ATO, and reduce the false positives costing you millions by up to 50%.