Self-hosted AI

Private AI.
Yours, entirely.

A reasoning model running on dedicated hardware I own โ€” no API keys, no usage fees, no data leaving the server. Built for engineering work that requires confidentiality.

Model online โ€” DeepSeek R1 via Ollama
Model
DeepSeek R1
Reasoning model
Runtime
Ollama
Local inference
Hardware
Mac Mini M4 Pro
24 GB unified memory
Hosting
Self-hosted
Fort McMurray, AB
Uptime
24 / 7
Always on
Data policy
Zero retention
Nothing leaves the server
Use cases

Built for engineering work

๐Ÿ”ฉ

Piping & Equipment Calculations

Wall thickness, MAWP, corrosion allowance, branch reinforcement โ€” walk through ASME B31.3 and ASME VIII calculations with a model that understands the code.

๐Ÿ“‹

RCFA & Failure Analysis

Structure a root cause analysis, build a fishbone, draft findings reports, or pressure-test your logic before taking it to a reliability review.

๐Ÿ“„

Technical Writing

Engineering reports, MOC packages, inspection plans, scope of work documents โ€” get a first draft or a rewrite that uses proper engineering language.

๐Ÿ“

Standards & Code Lookup

API 579, API 570, API 510, CSA Z662 โ€” ask about specific clauses, fitness-for-service acceptance criteria, or inspection interval requirements.

๐Ÿงฎ

Data & Python Scripting

Generate Python scripts for data analysis, unit conversions, inspection trend plotting, or equipment history summaries from plant data.

๐Ÿ”

Sensitive Work โ€” Safely

Discuss real plant data, real equipment names, real incident details. Nothing touches a third-party server. Fully air-gapped from the cloud.

Architecture

How it runs

Stack
InterfaceOpen WebUI
RuntimeOllama
ModelDeepSeek R1
HardwareMac Mini M4 Pro
NetworkCloudflare Tunnel
Why self-hosted
โœ“Plant data and incident details stay off cloud servers
โœ“No rate limits โ€” run long reasoning chains uninterrupted
โœ“No subscription cost โ€” hardware paid once, runs forever
โœ“Full control over the model, context window, and parameters

Want access?

Access is currently private โ€” reach out if you're an engineer who wants to trial it for a specific use case or project.

Get in touch โ†’

ยฉ 2026 Welren ยท Ahmed AlBuessa ยท All rights reserved