Meyerbro AI Labs
Building the infrastructure for
Private, Local-First AI.
Optimized for NVIDIA Blackwell architecture.
Meyerbro Ltd designs and implements on-premise AI systems for organisations that cannot send their data to the public cloud. Research and engineering focused on high-density GPU orchestration, TensorRT-LLM optimization, and secure SLM deployment on small-form-factor compute.
$ meyerbro-core --status
target: NVIDIA Blackwell · SFF high-density nodes
$ runtime --stack
TensorRT-LLM · vLLM · CUDA 12.x · on-premise
$ deployment --profile
air-gapped · private · local-first inference
$ _
$ Services
Implementation of Meyerbro AI Solutions — delivered directly by the lab.
TensorRT-LLM Optimization
Production tuning of on-premise LLM/SLM workloads on NVIDIA Blackwell. Quantisation, batching, and kernel selection.
On-Premise SLM Deployment
Hardened deployment of small language models inside customer networks. Private, air-gap friendly, no data egress.
High-Density GPU Orchestration
Scheduling and lifecycle management for dense GPU fleets. MIG partitioning, heterogeneous placement, observability.
Meyerbro Core Implementation
Implementation of Meyerbro AI Solutions on the Meyerbro Core orchestration layer — designed for SFF Blackwell nodes.
$ Field Work
Production infrastructure built by Meyerbro engineers — the foundation the lab is built on.
Cutting CI Costs by 85% with AWS Spot and GitHub App Autoscaling
How I replaced a fleet of always-on CI runners with an event-driven autoscaling architecture using a custom GitHub App, AWS API Gateway, Lambda, and Spot Instances, reducing monthly CI spend by 85%.
Building Firm-Wide Observability with Datadog
How I designed and rolled out a centralised observability platform across a quantitative trading firm, unifying logs, metrics, and traces from Kubernetes, bare-metal servers, and legacy systems into a single Datadog instance.
Multi-Datacentre Disaster Recovery with HashiStack
How I designed and implemented a multi-datacentre disaster recovery architecture using HashiCorp Nomad, Consul, and Vault to ensure continuity for trading operations across geographically separated sites.