Distributed ยท AI Infrastructure

We build and deploy GPU compute for machine learning workloads.

EJARS LLC is a distributed team of infrastructure and ML engineers. We source enterprise compute, validate it, and deploy it for clients nationwide.

100%quality-guaranteed deployments
24/7deployment coverage
100%insured shipments

What we do

From procurement to production โ€” we handle the full lifecycle of AI compute infrastructure.

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Compute Procurement

We procure enterprise GPUs and accelerators at current market pricing for client deployments and research clusters.

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Validation & Staging

Every unit is received, tested, and benchmarked by our engineers before it enters production.

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Deployment

Hardware ships directly between our engineers and client sites โ€” professionally packed, tracked, and fully insured end to end.

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Operations

Cluster monitoring, capacity planning, and workload optimization for systems once they are live.

Hardware we deploy

Standard reference pricing for the accelerators we procure, validate, and deploy. Final quotes are issued per project.

AcceleratorMemoryForm FactorReference Price
NVIDIA H200 NVL141GB HBM3ePCIe 5.0$42,999
NVIDIA H100 PCIe80GB HBM2ePCIe 5.0$26,999
NVIDIA RTX PRO 6000 Blackwell96GB GDDR7PCIe 5.0$16,999
NVIDIA A100 PCIe80GB HBM2ePCIe 4.0$13,999

Reference prices reflect current US retail market pricing and are updated periodically. All shipments are professionally packed, tracked, and fully insured.

How we work

A distributed engineering model โ€” compute moves directly to wherever the work is.

Procure

Hardware is procured at market reference pricing for a defined client deployment.

Validate

Our infrastructure engineers receive and test each unit before it enters production.

Ship

The unit ships to the next engineer for benchmarking โ€” packed to spec, tracked, and fully insured.

Deploy

Benchmarked hardware is installed at the client datacenter and handed to operations.

Team

A distributed engineering team across the United States.

JE

John Ejars

Founder & Principal Engineer
Baltimore, MD
MK

Marie Katie

Co-Founder & Operations Lead
Baltimore, MD
IB

Isaac Bloom

Infrastructure Engineer
Peoria, IL
SB

Shawn Brinkley

Machine Learning Engineer
Baltimore, MD
KZ

Kevin Zhao

Senior IT Systems Engineer
San Jose, CA
DR

Daniel Reyes

Hardware Validation Engineer
Rolling Meadows, IL
SL

Sarah Lindqvist

ML Operations Engineer
Austin, TX
MW

Marcus Webb

Site Reliability Engineer
Denver, CO

Careers

We're growing. EJARS LLC is hiring engineers and technical experts across the US โ€” remote positions.

Full-time ยท Remote

Senior Infrastructure Engineer

GPU cluster deployment, validation, and staging for client production systems.

Full-time ยท Remote

ML Performance Engineer

Benchmarking and optimization of large-model training and inference pipelines.

Full-time ยท Remote

IT Systems Engineer

Enterprise hardware logistics, deployment tooling, and site reliability.

To apply, send your resume and a short intro to support@ejarsllc.com.

Work with us

Distributed by design โ€” email is the fastest way to reach the right engineer.

info@ejarsllc.com Join the team
EJARS LLC ยท Baltimore, MD