Machine-Augmented Neural Understanding
Building AI systems that understand, augment, and imagine.
MANU is an independent research & engineering studio exploring applied machine learning across neuroimaging, medical diagnostics, and drug discovery — one project at a time.
§ 01About
Where neural computation meets human understanding.
MANU — short for Machine-Augmented Neural Understanding — is a personal studio for building AI-driven tools that make complex biological and medical signals legible: from brain activity to skin lesions to pharmaceutical workflows.
The work spans full-stack ML engineering — data pipelines, model training, and the interfaces that put results in front of the people who need them.
Research-first
Every project starts from a real question in neuroscience, medicine, or drug discovery.
End-to-end
From raw data and model architecture to shipped, usable applications.
Open exploration
Projects are experiments — built to learn fast and iterate in the open.
§ 02ProjectsAll currently in progress
Selected work
§ 03Stack14 entries