Solutions-first delivery
Architect and build what the game needs—systems, pipelines, and tooling that scale.
Game Development Solutions
Shipping with absolute confidence. Game development solutions.
I build game systems, delivery pipelines, and ML-driven automation that let teams ship faster with fewer surprises.
16+ years
Game industry experience
50+ releases
Major launches delivered
170+ team
Cross-discipline leadership
Engagement focus
Available Q2 Engine + systems build Ship faster
Architecture + DevOps Reliable launches
ML agents + automation Smarter playtests
Outcomes
High-impact delivery, minimal noise
Clear systems, predictable launches, and measurable improvement.
ML agents for games
Bots, simulation, and automation that improve balance and live ops decisions.
Global-ready releases
Deployment, DevOps, and compliance tuned for cross-platform releases.
What I do
Focused services
A tight set of solutions for teams that need clarity and speed.
Service
Game systems
Core gameplay, economies, and balancing loops.
Service
Multiplayer + live ops
Session architecture, events, and stability.
Service
Automation + ML agents
Bots, simulation, and verification pipelines.
Service
Release + DevOps
Builds, deployment, and observability.
How I work
A focused delivery cadence
Short, structured phases with clear handoffs.
01 Assess Week 01
Align on goals, map risks, and confirm the delivery shape.
02 Blueprint Week 02
Define architecture, automation scope, and the release path.
03 Build Week 03
Deliver systems, tooling, and targeted improvements.
04 Stabilize Week 04
Harden releases, document playbooks, and hand off.
Metrics
Delivery metrics that matter
A concise snapshot of scale and impact.
300+ players
Multiplayer automation at scale
80+ people
Teams coached
150+ teams
Cross-functional delivery
iOS → Steam
Platform coverage
Featured work
Case studies
A closer look at release risk reduction, automation, and game delivery wins.
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
2024-12 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
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
Games
Interactive experiences and live ops
Hands-on with game systems, automation, and balance validation for high-retention launches.
Live build WebGL · Unity · Node
KickGolf
A fast, physics-driven WebGL mini golf experience with a football twist.
Play now
Screenshots ready
Trust markers
- End-to-end game development support.
- ML agent workflows for bots, regression, and content validation.
- Shipped across iOS, Android, Steam, Mac, Windows Store, and Apple TV.
Proof of impact
Results without naming names
Anonymized outcomes, verified by delivery metrics and partner feedback.
50+ releases
Major launches delivered
300+ players
Automated multiplayer validation
40% faster
Release cycle reduction
Millions
Players supported at scale
“He’s the rare builder who can architect the system, deploy it, and mentor the team to own it afterward.”
“He brought clarity to our release chaos. The team finally had a reliable system for shipping across platforms without last-minute surprises.”
Certified delivery playbooksPlatform compliance readySecurity-first release gates
Need a solution for a game development challenge?
Bring the problem. I’ll build, lead, or advise the path to ship.