Set up business systems
Match the system to the way the business works and the data it already has.
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Founder profile
Chuk Uyammadu
I install and support the technology local businesses use every day. My background covers IT support, data analysis, backend systems, and Linux infrastructure.
What I do
I solve the problem and document the fix.
I work on networks, cameras, websites, reports, and internal tools. I start with the business problem and write down the scope before I choose the hardware or software. You get handoff notes when the work is done.
The guy fixing your network also builds AI prototypes.
Education
Information Systems Management
Studied how businesses use technology, data, and repeatable processes.
Experience
IT support + data analysis
Fixes IT problems, prepares reports, and hands the system back to the owner.
Software
Python, backend, AI systems
Builds FastAPI services and agent prototypes with typed data and evaluation checks.
Operations
Linux homelab + small business
Runs Raspberry Pi and Linux systems. Supports restaurant cameras and networks.
Operator stack
The tools I use on the job
I use owner-controlled infrastructure where it fits the job. The stack covers local servers, backend services, databases, and AI development.
Local infrastructure
Raspberry PiLinuxDockersystemdCloudflare TunnelTailscale
Backend + data
PythonRustFastAPIAxumSupabaseSQLite/Postgres
AI-assisted tooling
CodexHermesClaudeIBM Bob
Capabilities
Projects I have built
These projects cover local data, focused automation, business reporting, and documented infrastructure.
Build backend and AI prototypes
Build Python services with typed responses, safety checks, and reviewable logs.
Turn reports into next steps
Summarize CSV exports, POS reports, and operating data so the owner can act.
Install local infrastructure
Set up Raspberry Pi, Linux, networks, cameras, and local services. Document the handoff.
Representative projects
- Orion: AI business intelligence prototype using fictional local data. It limits connectors to read-only access and records its decisions.
- Raspberry Pi infrastructure pattern: small-business local services and owner-controlled systems.
- Camera systems practice: camera and NVR planning with private remote access. Includes handoff documentation.
Working style
- Scope the business problem before picking a tool.
- Use read-only workflows when a system contains sensitive data. Make changes easy to inspect and reverse.
- Write handoff notes so the owner or reviewer understands what changed.
- Keep public claims bounded to what is actually built or demonstrable.
See the systems I have built.
Start with Orion for backend and AI work. See the camera and infrastructure projects for field work.