About BaaZ
BaaZ is a founder-led GPU infrastructure boutique. The engineer you talk to on the first call is the engineer doing the work.
Technical Credentials
Production Experience
Built and operated GPU infrastructure at startups and scale-ups - under pressure, in production.
Hands-On Engineers
We implement solutions, not recommendations. You work directly with the engineers who do the work.
Areas of Expertise
Distributed Training Systems
- PyTorch DDP & FSDP
- DeepSpeed & Megatron
- Multi-node training optimization
- Gradient synchronization tuning
High-Performance Networking
- InfiniBand & RoCE
- RDMA configuration
- GPUDirect RDMA
- NCCL tuning
GPU Orchestration
- Kubernetes GPU operators
- Slurm integration
- Multi-tenancy & quotas
- Job scheduling
GPU Sharing & Isolation
- MIG (Multi-Instance GPU)
- Time-slicing
- Fractional GPUs
- vGPU
Observability & Reliability
- DCGM metrics
- GPU health monitoring
- Fault detection & recovery
- Performance profiling
Infrastructure Platforms
- H100, A100, L40S, A6000
- NVLink & NVSwitch
- PCIe topology optimization
- Bare metal & cloud
Why Choose a Boutique Firm?
Big consultancies send junior consultants who learn on your infrastructure. We're different.
Work Directly With Experts
You work directly with the engineers who do the work - no junior consultants learning on your infrastructure.
Production Experience
We've operated these systems in production, not just advised on them. We know what breaks at 3am.
Knowledge Transfer
We implement and transfer knowledge; you don't need us forever. Your team can operate it going forward.
Let's Talk
If you're dealing with GPU infrastructure challenges - utilization, performance, reliability, or building something new - we should talk.
Schedule a Call