Yaroslav Baienko

Practising EU lawyer (COLAW Digital Economy; NAAU profile 58850) and applied-ML engineer who has actually implemented an Article 21-style AI governance framework in production. Authors a bilingual LinkedIn newsletter on EU AI Act / MICA / crypto AML, and runs a 25-article Constitution governing a live 5-layer AI stack with 6.4k audited predictions and explainable AI provenance (KAN symbolic regression). The rare candidate who can read AI Act Title III obligations in the morning, write the risk-classification policy by noon, and ship the explainability instrumentation that proves it works by end of day.

Counsel · Digital Economy + International Arbitration - COLAW

(2025-03)

• Digital Economy + International Commercial Arbitration practice; active mandates before VIAC (Vienna), SCC (Stockholm), ICC (Paris).
• Solo-built and operates a production 5-layer AI infrastructure stack supporting daily legal work (Supabase + Qdrant + nBn + LiteILM + KAN Engine).
• Authored 25-article internal governance Constitution applying Nash equilibrium + Kahneman behavioral correction + KAN model lifecycle.

DevOps · Prompt Engineer - SALVE LLC (AI & Microservices) - SE

(2023-10)

• Built and maintained Linux-based infrastructure across on-prem data centers and GCP, designed scalable Python/Flask + Postgres services.
• Developed and operated CI/CD pipelines; collaborated with Data Science team to deploy ML models into production.
• On-call ownership for reliability and uptime; production observability and security hardening.

Founder · Solo Engineer - api.advocacy.uno

(2024-04)

• Production 24/7 5-layer AI infrastructure on Hetzner CCX23 + home GPU RTX 2060 with 18+ months uptime.
• 5x+ daily workflows for legal automation; on Claude skills; 6.4k KAN audited predictions logged.
• Public reproducible repo (github.com/YaroslavBaienko/claude-system-backup) — fresh tenant deployable in ~1h.

Attorney at Law (private practice) - Ukrainian National Bar Association

(2018-02)

• Active NAAU member (profile 58850); court practice across administrative, commercial, criminal, land, and corporate disputes.
• Partner at Advocate Bureau 'Hakman and Partners'; project development and judicial representation.
• Member of NextGen Youth Committee of NAAU.

M.Sc.

• Computer Science - Odessa Polytechnic National University (2024)

DevOps Engineer · Best Student - Hillel IT School, Odessa (2023 - 2024)

PhD candidate - Private Law & Entrepreneurship - NU Odessa Academy of Law (2019 - 2023)

LL.M. (with honors) - Judicial-Administrative Faculty - NU Odessa Academy of Law (2086 - 2011)