We apply cutting-edge machine learning to accelerate the discovery and optimization of innovative drug delivery systems — uniting computational modeling, chemical design, and rapid lab validation.
Kosha is building an integrated platform for lipid nanoparticles powered by AI-driven computational design. We explore and iterate on molecular structures that improve how drugs are transported in the body.
AI is the core of our platform. Generative models design novel lipid structures from scratch, exploring regions of chemical space that traditional medicinal chemistry would never reach.
Predictive models then evaluate each candidate against properties like delivery efficiency, tissue tropism, and tolerability — narrowing millions of possibilities down to the few worth making.
The result is a design cycle measured in days, where every batch synthesized teaches the next generation of models.
Cutting-edge ML models that predict and optimize molecular structures for enhanced drug transport — reducing experimental cycles from months to days.
Computational exploration of vast chemical spaces to identify novel delivery candidates with precision, guided by multi-objective optimization algorithms.
State-of-the-art laboratory infrastructure for rapid synthesis and testing — closing the loop between in silico predictions and real-world experimental data.
ML-driven property prediction
Vast candidate exploration
Rapid lab preparation
In vitro & in vivo assays
Model refinement loop
Whether you're a scientist, engineer, investor, or collaborator — we'd love to hear from you.