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About BaaZ

We're a team of GPU infrastructure engineers who've built production AI systems at scale. We're not a traditional consultancy—we write code, configure systems, and solve problems alongside your team.

Technical Credentials

Apache Software Foundation

Contributors to Apache open-source projects. Our careers are built on open-source infrastructure.

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.

Proven Results

8.5xFaster Distributed Training

RDMA optimization for a computer vision company

70%+GPU Utilization

Up from 30% through proper sharing architecture

10xLatency Reduction

GPU-to-GPU communication optimization

Let's Talk

If you're dealing with GPU infrastructure challenges—utilization, performance, reliability, or building something new—we should talk.

Schedule a Call