Projects

A selection of technical projects across workflow automation, AI-assisted scripting, business systems, digital platforms, and systems documentation.

🚀 Current Systems & Automation Projects

Selected projects are presented as case studies rather than public source code, focusing on system design, workflow logic, documentation, testing, and practical outcomes.

AI Politician — Evidence-Constrained Political Reasoning System

Built an AI-assisted political reasoning system designed to generate sourced, versioned, and auditable policy positions for Australian political issues. The system uses a fixed reasoning pipeline with evidence gathering, drafting, critique, revision, inversion testing, automated quality gates, freshness tracking, corrections handling, and tamper-evident audit logging.

Python SQLAlchemy SQLite Claude API FastAPI Jinja2 pytest Structured Outputs Audit Logging

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SEEK Workflow Automation Agent

Built a Python-based workflow automation system to support job discovery, application tracking, resume selection, question handling, logging, review workflows, and metrics reporting. The project focused on turning a repetitive manual process into a structured, explainable, and testable workflow.

Python Playwright JSON AI-Assisted Automation Testing Metrics

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Gmail Sorting & Inbox Workflow Agent

Developed a local inbox workflow system using rule-based classification, local memory, safe labelling logic, dry-run review, undo/state handling, changelogs, and explainability reporting. The project was designed around conservative automation and clear operational control.

Python Workflow Automation Classification Logic Local Memory Safety Controls Documentation

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DoggoDiary Digital Platform & Content Operations

Built and managed a digital brand and e-commerce platform involving Shopify, content workflows, social media growth, product positioning, analytics, and AI-assisted creative production. The project combines platform management, content systems, and practical digital operations.

Shopify Digital Operations Content Workflows Analytics AI-Assisted Content

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📚 System Design Projects

These projects show the full lifecycle of a complex web-based system built for a nonprofit client, including planning, requirements, interface design, system architecture, database modelling, testing, and implementation-ready documentation.

Worth the Words – Elaboration Specification

Designed and documented a nonprofit website system, including use case modelling, UI design, security planning, relational database design, sequence diagrams, and architecture documentation aligned to user roles and workflows.

System Design Use Cases UML Prototyping

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Worth the Words – Final System Prototype

Finalized UI navigation, project timelines, database definitions, annotated class diagrams, and prototype forms for donation, analytics, content customization, questionnaire, and volunteer workflows.

Interface Design Database Modelling Prototype Final Submission

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📊 Business & IT Strategy Reports

CareGroup Hospital Case Study

Analyzed the 2002 CareGroup IT collapse, focusing on infrastructure fragility, IT governance, risk management, and stakeholder response.

Case StudyIT GovernanceInfrastructure

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Target Data Breach Case Study

Reviewed the 2013 Target breach, including vendor risk, internal security response, data exposure, and lessons for enterprise cybersecurity.

CybersecurityRetailVendor Risk

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Vermont Teddy Bear Case Study

Evaluated IT and operational challenges in a seasonal retail business and recommended a phased modernization approach.

E-CommerceIT StrategyOperations

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GPA Strategic IT Assessment

Completed an IT infrastructure and systems assessment for a nonprofit organization, with recommendations for improving adoption tracking, donations, and volunteer coordination.

NonprofitIT AssessmentStrategic Planning

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Volkswagen Group & AI Strategy Case Study

Analyzed Volkswagen’s use of AI across operations and evaluated internal versus external strategies for organizational transformation.

AI StrategyBusiness StrategyTransformation

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🧪 Academic Programming Archive

Earlier programming projects completed while building technical foundations in Python, C#, object-oriented programming, GUI development, console applications, and basic data analysis.

Python Programming Labs

Collection of Python exercises covering functions, loops, dictionaries, list handling, calculations, data cleaning, and introductory regression analysis.

PythonFunctionsData HandlingRegression

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