Benchmarks, weights, methodology — all published. Commercial work runs on the same stack anyone can audit.
EduBench-RU v1 — the first RU-language domain benchmark. Methodology open, results reproducible. Further benchmarks publish as they ship.
EduLLM-RU-27B and EduLLM-Chuvash-27B — live on HuggingFace under permissive licenses. Next releases ship when ready.
DoRA + PiSSA + rsLoRA + LoRA+ fine-tune pipeline · 4-phase PII Memorization Audit · 6-layer safety stack · Apache 2.0 / MIT licensing · 20-item release gate.
From a 2-week readiness audit to enterprise deployment. The same research-grade pipeline that backs our open releases — applied to your domain data.
Live infrastructure the products on this page run on. The technical foundation our AI work builds on.
Private video delivery infrastructure. Encrypted pipelines and edge distribution for controlled-access live streaming — purpose-built for distributed live events.
Eight years leading remote video production for international sports — twenty thousand live events across multiple countries. In April 2026 I went full-time at ООО ЛИИ — a company I founded in Cheboksary to turn that operational experience into AI products with a research foundation.
Every platform on this page is live and serving real users — built by me with a small team where AI is a force multiplier, not a replacement.
I write about the process:
Drop your context — we reply within 24 hours and propose a 15-minute scoping call. For urgent conversations, email hello@csylabs.com directly.
Have a domain worth training for?
hello@csylabs.com