Mixed Windows/Linux dev environment for ML
Designed and implemented a physical/virtual development estate for Python and machine learning workloads.
- Tech: Windows, Linux, Python, GPU/CUDA
- Impact: Accelerated R&D with reliable tooling.
We design, integrate and support secure Windows & Linux environments, networking, storage and geospatial systems—on-prem and virtualised—across the UK.
ITIL-aligned support for mixed Windows & Linux estates, on secure networks.
Outcome: Stable, supported platforms that pass audits.
Design, replacement and hardening of mission‑critical firewalls and switches.
Outcome: Resilient, compliant connectivity.
VMware ESXi/Horizon and Hyper‑V on NetApp HCI; migration and upgrades.
Outcome: Consolidated platforms with higher availability.
NetApp, Dell, HPE storage design, integration and lifecycle management.
Outcome: Reliable, performant data services.
GPU/CUDA workstations and servers, Python stacks, CI/CD pipelines.
Outcome: Faster delivery for data science & apps.
AppLocker, GPO hardening, McAfee ePO, Symantec Endpoint Security, device control.
Outcome: Reduced attack surface.
Designed and implemented a physical/virtual development estate for Python and machine learning workloads.
WSUS patching, Linux repo updates and EoL remediation ahead of formal IT Health Check.
Enabled installation, configuration and testing of a new file‑transfer capability from a GOTS product.
Integrated geospatial exploitation tooling into an existing imagery domain.
Upgraded and virtualised enterprise systems on NetApp HCI with VMware, Windows 2019/2022, Windows 10 and Linux.
Designed and implemented a secure, centralised print solution.
Led the design and changeover of perimeter firewalls at Defence Intelligence HQ.
Strengthened enterprise endpoints with AppLocker, Symantec Endpoint Security and Avanti device control.
We provide IT consultancy and hands‑on engineering to highly secure and nationally important facilities across the UK. Our team works to ITIL best practices and integrates Windows, Linux, networking, storage, security and geospatial technologies into robust, auditable platforms.
Windows Server · Linux (Solaris, RHEL, Ubuntu) · Cisco · Dell · HPE · NetApp · VMware ESXi & Horizon · Hyper‑V · Forcepoint · OPNsense · pfSense · Palo Alto · AppLocker · GPO · McAfee ePO · Symantec Endpoint · Avanti · BAE GXP · Python · GPU/CUDA · CI/CD
Email: paul.edwards@etsit.co.uk
We typically work with secure, on‑prem environments and can accommodate site procedures and clearances.