Work

Projects &
Reference Architectures

Validated designs, research, and published architectures from years of AI infrastructure, networking, and security work.

Featured

Selected Work

01

AI Factory Reference Architecture

Production

A complete validated reference design for hyperscale AI factory deployments — covering GPU cluster topology, RoCEv2 fabric design, NVMe-oF storage integration, and operational runbooks for 1,000+ GPU environments.

AI FactoriesH100/H200RoCEv2NVMe-oFSONiCReference Design
02

Lossless Ethernet Fabric for RDMA

Published

End-to-end design and implementation of a 400G lossless Ethernet fabric optimized for RoCEv2 workloads. Includes PFC configuration, ECN tuning, DCQCN parameter optimization, and operational tooling for fabric health monitoring.

RoCEv2PFCECNDCQCN400GSONiCRDMA
03

Post-Quantum Cryptography Migration Framework

Research

A practical framework for migrating enterprise infrastructure to hybrid post-quantum encryption schemes, aligned with NIST PQC standards (CRYSTALS-Kyber, CRYSTALS-Dilithium, SPHINCS+). Includes threat modeling, migration playbooks, and testing methodology.

Post-QuantumNIST PQCHybrid EncryptionCRYSTALS-KyberInfrastructure Security
04

GPU Cluster Checkpoint Storage Design

Published

Tiered checkpoint storage architecture for 10,000-GPU training clusters. Covers failure probability analysis, checkpoint frequency optimization, fast restore design, and cost/performance tradeoffs across NVMe, NFS, and object storage tiers.

AI StorageCheckpointingNVMeParallel File SystemsCluster Ops
Open Source

Open Projects

AI Factory Reference Architecture

A complete validated reference design for hyperscale AI factory deployments — GPU cluster topology, RoCEv2 fabric, NVMe-oF storage, and operational runbooks for 1,000+ GPU environments.

AI FactoriesH100/H200RoCEv2NVMe-oFSONiCReference Design

Lossless Ethernet Fabric for RDMA

End-to-end design and implementation of a 400G lossless Ethernet fabric optimized for RoCEv2 workloads, including PFC configuration, ECN tuning, and DCQCN parameter optimization.

RoCEv2PFCECNDCQCN400GSONiC

Post-Quantum Cryptography Migration Framework

A practical framework for migrating enterprise infrastructure to hybrid post-quantum encryption schemes, aligned with NIST PQC standards (CRYSTALS-Kyber, CRYSTALS-Dilithium).

Post-QuantumNIST PQCHybrid EncryptionCRYSTALS-KyberSecurity

GPU Cluster Checkpoint Storage Design

Tiered checkpoint storage architecture for 10,000-GPU training clusters — covering failure probability analysis, checkpoint frequency optimization, and fast restore design.

AI StorageCheckpointingNVMeParallel File SystemsCluster Ops