2024-12 Kick prototype: ML agents + multiplayer + zero-install
Built a Unity prototype combining ML-Agents gameplay decisions, deterministic multiplayer, and WebGL-ready instant play.
ML Agents Multiplayer Unity WebGL
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Case studies
Every project here is designed to reduce release risk, improve delivery signal, and build trust across teams.
2024-12 2024-12 Kick ML-Agents + Multiplayer (technical deep dive)
Technical breakdown of ML-Agents decision design, deterministic multiplayer, and zero-install WebGL flow.
ML Agents Multiplayer Unity WebGL
2024-10 LLM-based config verification at scale
Built an automated verifier that checks interdependent JSON configs across GitLab repos, reducing manual validation time and release risk.
ML Agents Automation DevOps
2024-07 Team Pulse dashboard for QA performance
Built a unified analytics platform that correlates Jira and TestRail data, scoring quality and efficiency for large QA orgs.
Analytics Automation ML Agents
2024-06 Unreal Engine multiplayer: P2P to dedicated servers on AWS
Migrated a multiplayer game from Photon P2P to Unreal dedicated servers with auto-scaling, blue/green deploys, and automated load testing.
Multiplayer Unreal DevOps Architecture
2024-05 Scalable web automation framework for a Web3 product
Built a Playwright-based framework for safe, fast releases with crypto wallet automation, Jira/Xray traceability, and CI evidence capture.
Automation DevOps Web
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