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About Homier

Built where AI is made.

Homier AI Consulting is a Toronto consultancy founded by an engineer who measures frontier AI for a living: leading Human Data at xAI, after years of shipping production ML for organizations of every size. Strategy. Intelligence. Impact.

Why we exist

Most AI advice comes from people who've never shipped AI.

The AI consulting market is crowded with strategists who have never trained, evaluated, or deployed a model, and with engineers who have never had to make a system work inside a real organization, with real stakeholders and real accountability.

Homier was founded to close that gap. Our practice comes from inside the frontier-AI economy: our founder leads Human Data at xAI, measuring the capabilities of the world's most advanced models, after years of building production ML systems and deploying practical AI (chatbots, support automation, model infrastructure) for organizations of every size.

That combination matters because it cuts both ways. Knowing what frontier models can do tells us what's worth building; having shipped inside real organizations tells us what will survive contact with your data, your users, and your oversight. You get both judgments in the same person, on every engagement.

1000846917 ONTARIO INC., operating as Homier AI Consulting, is headquartered in Toronto and serves clients across Canada.

The Founder

The person you hire is the person who delivers.

You will never meet a Homier 'account team.' You'll work directly with the founder, on every engagement.

SF

Soroush Farghadani

Founder & Principal

LinkedIn

Soroush leads Human Data at xAI, where he measures the rapidly growing capabilities of frontier models. He designs the evaluation and human-feedback programs that determine what the world's most advanced AI systems can actually do. His path there ran through multiple contract engagements with G2i, the engineering network serving frontier AI labs.

Before xAI, he spent three years at SOTI as a Senior Data Scientist building production machine-learning systems for enterprise software, and held machine-learning research posts at the University of Toronto's Rotman School of Management (deep reinforcement learning for derivatives hedging), the Technical University of Munich (interpretable graph neural networks for disease prediction), and Sharif University of Technology (medical imaging under weak supervision).

He holds an M.Sc. in Computer Science from the University of Toronto and a B.Sc. in Computer Engineering from Sharif University of Technology. At Homier, he leads every engagement personally: the same evaluation-first discipline used to measure frontier models, applied to AI systems for Canadian organizations.

Focus

Human data & model evaluation (xAI)LLM systems & RAGModel deployment & MLOpsDeep learning research

How we operate

Four commitments we're happy to be held to.

01

Production over promises

A deck is not a deliverable. Every engagement targets a system running in your environment, measured against criteria we agreed on before writing code.

02

Honesty about capability

We've seen frontier AI from the inside, which is exactly why we'll tell you when it isn't the answer. Credibility compounds; hype doesn't.

03

Clients keep the keys

Full IP transfer, documented systems, trained teams. If you'd struggle to leave us, we've built the wrong thing.

04

Accountability to people

AI systems affect humans who never chose them. We design for those people, with human oversight, escalation paths, and recourse built in from the first sketch.

Meet us before you need us.

The best first conversation happens before the RFP is written.