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Hey! I'm Dr. Ilya Kalimulin

I'm open to work :)

🧑🏻‍🔬 Senior Machine Learning Engineer 8yrs, Computer Vision, Data Science.

🪪 Solid software engineering skills, Ph.D. in electronic engineering, 3 years as a research fellow before that, co-founded a startup back then.

🔮 LLM, photos, satellite images, IoT, geospatial, weather.

📮 https://www.linkedin.com/in/ilirium/

👉 https://github.com/ilirium

Recent Posts

Twenty Two Shades of Specs

Of 22 spec formats, agents need only a few: code as the final spec, RFC → implementation plan for features, tests and golden files for verification, and issue-tracker items for everything else.

Oct 23, 2026
Revolut neobank is down

Should a company conduct war games simulating the shutdown of its data center and all available AI assistants?

Oct 20, 2026
Developing my engineering practices and tooling for software creation with agents

Coding is solved. But engineering practices aren’t. What is Claude Code missing? Even for small pet projects, I crafted several documents describing my approach and scripts to enforce it.

Oct 19, 2026
My project: Ilirium LLM Router

Router to use different local LLM models and all Anthropic models simultaneously in one Claude Code session. Saving telemetry for observability and a corpus of all raw requests and responses for later analysis.

Sep 23, 2026
My project: Retro Starfield Simulation screensaver port to macOS from Win2K

One prompt for the screensaver itself and the rest work to create an uninstaller :)

Sep 15, 2026
Why is the Airtable acquisition not a SaaS-pocalypse

Aug 06, 2026
Are you ready to reduce memory consumption in your AI backend?

Aug 06, 2026
Frontier AI labs are buying your data for a fraction, they are not subsidizing

Do you want to keep your business safe? Do you want to protect your data and your customers? Go for local models. Even for coding agents.

Aug 06, 2026
Why are LinkedIn influencers bashing Reddit?

Aug 05, 2026
Do Frontier AI Labs have monetization beyond paying for tokens?

Aug 05, 2026
You need Superpowers LLM skills only in two cases

First, you want to be the top one guy in burning tokens (Meta-style KPIs). Second, you want to ‘copy’ a well-built project: C++ compiler, PyTorch, etc.

Aug 03, 2026
Do Engineers Dream of Local LLMs?

Yes. I believe every IT engineer will eventually have an AI box with 1024 GB of unified RAM, capable of running an average optimized model locally—enough for everyday work.

Jul 23, 2026