The team
Six researchers working across machine learning, generative modeling, cryptography, and distributed systems.
Founding Director
Decentralized ML Systems
Amara founded Vaultmind after a decade
building distributed training infrastructure.
She works on the question of how machine
learning systems can stay useful when no
single party controls them.
Founding Director
Decentralized ML Systems
Amara founded Vaultmind after a decade
building distributed training infrastructure.
She works on the question of how machine
learning systems can stay useful when no
single party controls them.
Lead, Generative Models
Diffusion & Multimodal Generation
Wei leads our generative modeling group,
with a focus on multimodal diffusion
architectures and the compute economics of
training frontier-scale models responsibly.
Research Engineer
Consensus Protocols
Ravi designs the consensus layer
underneath our on-chain systems,
translating theoretical protocol work into
implementations that survive real network
conditions.
Cryptography Lead
Zero-Knowledge Proofs
Lena works on making zero-knowledge
proof systems fast enough to verify real
neural network inference on-chain — the
cryptographic backbone of our Ledgermind
project.
