GAME DEVELOPER / CLOUD
Cloud backend and deployments for a game developer
CLIENT
Game developer.
SCOPE
Hosting setup, deployment pipeline and backend troubleshooting around a release cycle.
Client engagement
Have something similar? ↗ LAYER FRAME / SELECTED WORK
Selected work.
Scope and stack.
Client names are withheld. Each entry says what the scope was and what it ran on. I’ll walk through specifics on a call.
01 / CLIENT ENGAGEMENTS
Client work
Cloud, hosting and deployment work for game developers, website owners and a small software company.
WEBSITES / HOSTING
Hosting and deployment work for a website owner
CLIENT
Website owner.
SCOPE
Hosting configuration, deployment path and server-side troubleshooting.
Client engagement
Have something similar? ↗SMALL SAAS / ENGINEERING
Infrastructure and bug-fix work for a small software company
CLIENT
Small software company without a dedicated infrastructure engineer.
SCOPE
Deployments, fixes and supporting services.
Client engagement
Have something similar? ↗02 / PRIVATE AI & GPU INFRASTRUCTURE
Self-hosted AI
Running models on hardware you control: runtime, GPU stack and the API that other software calls.
PRIVATE AI / SELF-HOSTED
Self-hosted LLM serving on GPU hardware
SCOPE
Installed and ran self-hosted models, set up the GPU software stack, and exposed an API endpoint on the local network so other applications can call the model.
STACK
Ollama · Llama 3 · GPU host
Own build, not a client engagement
Have something similar? ↗LLM / RAG TOOLING
Tooling that connects language models to documents and internal software
SCOPE
LLM and retrieval (RAG) tooling using both hosted and self-hosted models.
STACK
OpenAI API · Ollama · Llama 3
Own build, not a client engagement
Have something similar? ↗03 / PRIOR ROLES
Production experience
Delivered in full-time roles, not billed through Layer Frame. This is the production background behind the consulting work.
ENTERPRISE / INFRASTRUCTURE
Full-stack infrastructure ownership on an enterprise SaaS platform
SCOPE
One of five engineers operating the whole infrastructure stack, including physical data center work.
STACK
Linux · VMware · Kubernetes · Terraform · Ansible
Prior full-time role
Have something similar? ↗FINANCIAL MARKETS / OPERATIONS
IT and production operations at a major U.S. exchange group
SCOPE
Production operations support in a financial-markets environment.
Prior full-time role
Have something similar? ↗BANKING / APPLICATION SUPPORT
Application support and implementations for bank clients
SCOPE
Application support and client implementations, with heavy SQL work.
Prior full-time role
Have something similar? ↗YOUR TURN
Have a similar problem?
Tell me about it.
You don’t need a written spec. Tell me what’s broken, slow or missing, and I’ll tell you whether I’m the right person for it.