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Selected work

See what is running and what is still being built.

Each project has a status label. Live means it runs in production. Prototype means it works on test data. Private deployment means it runs for a client whose details stay confidential.

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Status legend

Read the status before the case study.

This page includes deployments, internal tools, lab systems, and research notes. The label tells you how each project is currently used.

Live

Running on a real domain or active system.

Private deployment

Running for an operator, with details kept off public pages.

Prototype

Working on synthetic, fictional, or limited data.

Lab build

Built and tested locally, usually on owner-controlled hardware patterns.

Internal tool

Used only in Chuk's own workflow.

In development

Active build work; public status may change as it matures.

Research concept

Exploration or blueprint. It may never ship.

Featured work

Projects with working code and clear boundaries

These projects cover client operations, backend software, local infrastructure, and AI prototypes. Each entry states its current status.

Uyammadu Dev Services

Live
Web / Cloudflare / Services

Services site deployed on Cloudflare Pages with clean routes and a custom domain. A Pages Function handles the contact form. The site is built for fast loading and simple maintenance.

Cloudflare PagesSASSJSContact API
View Site

Peppino’s Technology Systems

Private deployment
Restaurant Technology

Supports a restaurant website, local SEO, POS operations, cameras, and network troubleshooting. The work prioritizes uptime and owner handoff.

Toast POSLocal SEONetworkingOperator handoff

Private operations work; no public case-study CTA because client details and internal procedures stay off the portfolio.

Orion

Prototype
Read-only AI Reporting Prototype

Orion is a Python and FastAPI business intelligence prototype. It uses fictional data and read-only connectors. Guardrails block destructive operations. Evaluation checks and decision logs make the output reviewable.

PythonFastAPIPydanticSecurity Guardrails
View Case Study

Camera/NVR Systems Lab

Lab build
Camera/NVR & Footage Systems

Plans camera placement and local recording. Tests Tailscale remote access and storage sizing. Includes an owner handoff process.

FrigateReolinkTailscaleLocal Recording
View Camera Lab

Crenshaw Agent Workflow

Internal tool
AI Agents / Operations

Sends build notifications and project checkpoints through ntfy. It supports Chuk's development and audit workflow.

PythonntfyAgentsAutomation

Internal operator workflow; intentionally no public demo CTA because it supports Chuk's own build and notification process.

ForgeWorks / ForgeTable

In development
Community / Build Platform

Rust, Axum, and SQLite prototype for local project nights. It includes events, member profiles, and a project board.

RustAxumSQLiteEvents
View Concept
More work

Smaller builds and lab projects

These prototypes and lab tests support the service work.

Networking Live

Raspberry Pi Server Lab

Repeatable Pi-based infrastructure for local services, dashboards, and edge computing.

Content Live

Blog / Writing Platform

Customized static site platform for technical writing and developer documentation.

AI Prototype

Resume Matcher

AI-assisted tool for mapping job descriptions to professional experience sets.

Operations Prototype

Inventory Management

Lightweight prototype for tracking restaurant stock levels and order triggers.

Data Research concept

Local Event Radar

Manual-first radar concept for tracking local business opportunities in Bucks County.

AI Research concept

AI Scanning & Quiz Gen

Researching OCR and LLM pathways for turning physical docs into structured quizzes.

Data Research concept

Stray Animal Tracking

Exploring data models and community reporting tools for local animal welfare.

Hardware Lab build

Piano LED Learning

ESP32-based hardware lab for MIDI-triggered visual learning systems.

AI Prototype

TaskRunna

A focused task runner prototype for coordinating multi-step developer operations.

Security Lab build

Cyber Intelligence Lab

Environment for testing OSINT tools and local network security auditing patterns.

DevOps Live

Website Pipeline

Automated CI/CD pipeline for deploying static sites to Cloudflare with staging.

Backend Live

Cloudflare Form Backend

Cloudflare Pages Function backend for handling contact forms with a honeypot field and Resend.

Service Coverage

See the projects behind each service

How our projects validate our technical offerings.

Websites & SEO

Sites that load quickly and cover local search terms.

  • Uyammadu Dev
  • Peppino’s
  • Blog Platform

AI & Automation

AI prototypes for specific reports and workflows.

  • Orion BI
  • Crenshaw Agent
  • AI Scanning

Camera/NVR

Local camera recording with private remote access.

  • Camera/NVR Lab
  • Restaurant Systems

Networking & IT

Local servers, networks, and private remote access.

  • Raspberry Pi Lab
  • Restaurant Systems

Restaurant Tech

POS, camera, network, and reporting work for restaurants.

  • Peppino’s
  • Inventory Prototype

Community/Events

Tools for local events and project groups.

  • ForgeWorks
  • Local Event Radar

Bring me the job that needs to work.

I handle local systems, websites, and focused AI prototypes.

Send a work request