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Capabilities

Where Real Operations Experience Meets Automation

My strongest capability is taking work a team does by hand and turning it into a practical web system, using AI-assisted development to turn business requirements into working products.

Capability model

From domain knowledge to working product

Five connected layers. Select a layer to see what it contains.

  1. 01Domain knowledgeOrigin: seaport operations
    • Port operations
    • Cargo workflows
    • Container operations
    • Vehicle operations
    • Transport workflows
    • Billing
    • Revenue reporting
    • Documentation
    • Operational coordination
  2. 02Business processWorkflow / Rules / Data
    • Workflow analysis
    • Process mapping
    • Business rules
    • Data flow
    • Operational requirements
    • Billing logic
    • Reporting requirements
    • Repetitive-work identification
    • Process improvement opportunities

    This is the Observe → Understand → Model part of How I Build.

  3. 03System thinkingArchitecture / UX / Reporting
    • Requirements
    • Workflow design
    • Data modelling
    • UI / UX structure
    • Business logic
    • Validation
    • Reporting
    • User roles
    • System configuration
    • Operational dashboards where implemented

    Design around the workflow, not around the technology.

  4. 04AI-assisted developmentImplementation / Debugging / Iteration
    1. Requirements
    2. Architecture
    3. AI-assisted coding
    4. Testing
    5. Debugging
    6. Validation
    7. Deployment

    I use AI coding tools to accelerate implementation, exploration, debugging and iteration while remaining responsible for requirements, business logic, system structure, testing, validation and deployment. The role is AI-Assisted Developer / Product Builder.

  5. 05Working productTesting / Deployment / Improvement
    1. Problem
    2. Requirements
    3. Design
    4. Implementation
    5. Testing
    6. Deployment
    7. Iteration

    Seen in the Port Billing System, Vehicle Tracking / CarView, OT Bill Automation and OpsFlow.

Skills

Skills, with evidence

No percentages or ratings. Select a skill to see how it was used; related projects light up below.

Domain Systems

The operational knowledge behind every system: separate from the technology, and equally important.

Business Systems

Product

Technology

Proven

Used in live, shipped projects.

Working knowledge

Used in current development or in part of a live project.

Currently developing

Being deepened; not counted as expertise.

Engineering practice

Self-directed practice, secondary to the work above.

Select a skill

Choose any item to see how it was used and which project shows it.

Technology by system

  • Port BillingLive · daily use
    • JavaScript
    • Business-rule modelling
    • PWA
    • Cloudflare Pages & Worker
    • A4 print output
  • CarViewLive · daily use
    • PWA
    • Cloudflare Worker
    • GitHub-backed data
    • Chart.js
    • Excel export
  • OT BillLive · daily use
    • JavaScript
    • Workflow automation
    • Firebase Auth & Firestore
    • Cloudflare Pages
    • A4 print output
  • OpsFlowIn development
    • TypeScript
    • React
    • Hono + Zod
    • Cloudflare D1

How I add value

Understand, structure, build, improve

  • UnderstandUnderstand the actual business process.
  • StructureTurn messy workflows into clear systems.
  • BuildUse modern web technologies and AI-assisted development.
  • ImproveTest, validate, deploy and iterate.
  1. Understand
  2. Structure
  3. Build
  4. Improve

Problems I can help solve

Problems I Can Help Solve

From repetitive manual work and fragmented records to complex calculations and difficult reporting.

Operational Workflow Digitization

Replace repetitive manual workflows with structured software.

Shown in: OT Bill · CarView

Billing & Calculation Systems

Turn complex business rules, tariffs and calculations into reliable tools.

Shown in: Port Billing

Internal Business Systems

Build internal applications around the way a team actually works.

Shown in: CarView · OT Bill

Logistics & Transport Systems

Model customers, orders, trips, vehicles, invoices and operational records.

Shown in: OpsFlow (in development)

Reporting & Automation

Reduce repeated Excel and reporting work through structured workflows and automation.

Shown in: CarView reports

This is a capability model. It does not claim that every problem is solved by the current products.

Product builder

Turning fragmented workflows into structured products

I enjoy finding repetitive or fragmented operational workflows and turning them into simpler, structured digital products.

The career bridge

  1. Port operations12+ years
  2. Business process & workflowUnderstanding how work really moves
  3. Excel & automationRemoving repeated calculation
  4. Internal operational systemsBilling, tracking, overtime bills
  5. Web applicationsInstallable, browser-based tools
  6. AI-assisted product buildingOpsFlow as the product project

Why product building?

My work goes beyond implementing interfaces. I work across the whole path, not only the last step.

  1. Problem discovery
  2. Requirements
  3. Workflow design
  4. Business rules
  5. Product decisions
  6. Implementation
  7. Testing
  8. Deployment
  9. Iteration

This describes how I work; it is not a claim of seniority or of traditional software-engineering employment. The same loop appears in How I Build, applied in the OpsFlow product project.

Career fit

Where My Experience Fits

Port & Terminal

Relevant capabilities: Operational workflows, cargo processes, vehicle operations, billing, reporting, stakeholder coordination, process improvement.

Target roles (not current titles):

  • Port Operations Specialist
  • Terminal Operations Coordinator
  • Cargo Operations Coordinator
  • Port Operations Planner
  • Shipping Operations Coordinator
  • Cargo / Revenue Operations Specialist

Logistics & Transport

Relevant capabilities: Transport workflows, vehicle operations, delivery processes, operational records, billing, reporting.

Target roles (not current titles):

  • Logistics Operations Specialist
  • Transport Operations Coordinator
  • Logistics Coordinator
  • Transport Planner
  • Fleet Operations Specialist

Business Systems

Relevant capabilities: Process analysis, workflow design, requirements, business rules, reporting, automation.

Target roles (not current titles):

  • Business Systems Analyst
  • Logistics Systems Analyst
  • Operations Systems Analyst
  • Business Process Analyst
  • Operations Technology Specialist

Product / Software

Relevant capabilities: Web applications, business applications, product workflows, AI-assisted development, testing, deployment.

Target roles (not current titles):

  • Product Engineer
  • Full-Stack Developer
  • Business Applications Developer
  • Product Operations / Systems Specialist
  • Internal Tools / Workflow Software Developer
  1. Real operations
  2. Business process
  3. Systems
  4. Software
  1. Port
  2. Logistics
  3. Business systems
  4. Product / software

These are target roles, not current titles, and not a claim that every employer would consider me qualified for each.

Why this profile is different

Operational workflow first, technology second

My profile combines long-term hands-on port operations experience with self-directed business-system development. That allows me to approach software from the operational workflow first and the technology second.

Relevant across operational businesses

Where this experience and capability fits

  • Ports & Terminals
  • Logistics & Freight
  • Transport
  • Warehousing
  • Distribution
  • Supply Chain
  • Business Software
  • Operations Technology

Experience and capabilities most relevant to these environments. Direct professional experience is in port operations.

Current development

What I am building further

  • Self-study trackThe Odin Project and Full Stack Open: self-paced, for code comprehension.
  • TypeScript and JavaScript depthBeyond what current projects require.
  • Node.js and Express depthWith testing (Jest, React Testing Library).
  • Business systems architectureThrough the OpsFlow product project.
  • Product developmentIterating live tools and OpsFlow.
  • AI-assisted software developmentRequirements, rules and validation stay with me.

In progress. These are not certifications, and nothing here is presented as a completed qualification.

International

Open to international and remote opportunities

Open to international and remote opportunities across port operations, logistics systems, business applications, operations technology and software / product development.