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Chuk Uyammadu — systems, data, AI, and operations
AI, backend, data, and business technology systems built for real-world operators.
I build practical systems across Python backends, AI workflows, reporting, Linux/Raspberry Pi infrastructure, websites, cameras, and small-business operations. Information Systems Management background, hands-on IT support instincts, and no buzzword theater.
Recruiter snapshot
A practical builder with business systems context
Chukwuemelie "Chuk" Uyammadu brings together Information Systems Management, IT support, data analysis, backend development, AI prototypes, Linux homelab work, and small-business operator experience.
Business systems
Information Systems Management
Process-aware technical work: data, workflows, handoff, and business constraints.
Technical execution
Python, backend, AI agents
API surfaces, typed responses, guardrail patterns, and deterministic checks.
Operations
IT support and data analysis
Troubleshooting, reporting, restaurant systems, and owner-friendly summaries.
Infrastructure
Raspberry Pi and Linux homelab
Local services, small servers, camera systems, remote access, and documentation.
What I do
Five practices, one operator-first approach
Every engagement is scoped in writing, priced honestly, and handed off in a way that leaves the owner in full control. No vendor lock-in tricks. No mystery boxes.
AI & automation
Reporting workflows, automated business summaries, lightweight dashboards, and AI agent prototypes for specific operator pain points.
Explore AI →Camera & security systems
PoE camera install, Reolink and Frigate setup, retention planning, and full ownership-transfer documentation. Owner stays in control.
Explore cameras →Networking & IT support
Wi-Fi troubleshooting, switch and router setup, POS and printer help, Raspberry Pi systems, and the day-to-day "fix the thing" tier.
Explore IT →Restaurant technology
Toast and other POS support, menu digitization, online ordering integration, sales dashboards, and operator handoff documentation.
Explore restaurant tech →Retainers & ongoing support
For owners who want a steady technology partner. A defined block of monthly hours, priority response, and proactive system checks.
See retainers →
How engagements run
Honest scope, in writing, before any hardware ships
Discovery
Short call or visit. We talk through what you actually need vs. what feels urgent. No invoice attached to this conversation.
Proposal
Written estimate with hardware, software, and labor itemized. Not a binding quote until you sign — but tighter than the catalog ranges.
Delivery
Work performed remotely or on-site. You get visibility while it's happening, not just at the end.
Handoff
Credentials transferred to you. Written documentation. Short walkthrough. Optional retainer for ongoing support.
Selected work
Live deployments and prototypes
A representative slice of recent and ongoing work. Statuses are honest:
Live, Prototype, In Development,
Private Deployment, Research Concept.
OrionSecure Agentic Business Intelligence Framework
PrototypeA read-first AI business intelligence prototype that turns natural-language business questions into structured BI responses using fictional local CSV data, guardrails, PII scrubbing, deterministic evals, and reviewer-visible decision trails.
View Case Study
Private repo
Peppino's — restaurant technology stack
Private deploymentPOS integration support, menu and ordering flow review, network and printer troubleshooting, and reporting visibility for a Bucks County restaurant.
Frigate & Reolink camera lab
In developmentA reference install pattern for small-business camera systems on owner-controlled hardware. Documented retention, remote access, and ownership-transfer playbook.
Local opportunity radar
Research conceptA locally hosted, manual-first radar for ethically sourced small-business opportunities in Bucks County. Blueprint published; no code shipped yet.
The umbrella
uyammadu.com is a small ecosystem, not a single page
dev.uyammadu.com is the dependable, business-facing surface. Other sibling subdomains carry the more experimental work. Everything stays under one roof, with one operator behind it.
dev.uyammadu.com
Portfolio + dev services
Personal portfolio, case studies, and public-facing business technology services. This site.
Live
uyammadu.com
Umbrella home
The long-form home base — portfolio, writing, and ecosystem map.
Coming soon
agents.uyammadu.com
AI agents
Operator-facing agents and assistants. Crenshaw and friends.
In development
lab.uyammadu.com
Lab
Experiments, prototypes, and short-lived research projects.
Planned
writing.uyammadu.com
Writing
Notes on operator-grade technology, AI, and small business systems.
Planned
ventures.uyammadu.com
Ventures
Side businesses and operator-focused product experiments.
Planned
Have a thing that needs fixing — or a thing that needs building?
Same form for both. No pressure on either.