AI/ML Resource Allocation PoC
Python-based proof of concept that learned project–resource fit signals from historical PMO data, dramatically accelerating programme staffing decisions.
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LABS // experiments
in progress
A working lab. Run AI tools, dev utilities, visual experiments straight in the browser. Everything edge-served by Cloudflare. Workers AI for inference. No surveillance, no training on your data.
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Catalog
showing 1–12 of 26
This Portfolio — Astro + Sveltia CMS
Self-built portfolio site using the Astro v6 static site generator and Sveltia CMS, backed by GitHub and a custom Cloudflare Worker for secure, OAuth-based content editing directly in the browser. Fully deployed and hosted with blazing fast performance and zero cost on Cloudflare Pages.
Claude-Powered Blog Automation
Node.js script that takes rough notes or bullet points and uses the Anthropic API to generate fully structured, publish-ready blog posts — including frontmatter, headers, and tone matching.
MoSCoW Prioritization Matrix
A professional decision-making framework for requirement management and project scoping.
$100 Prioritization Game
A behavioral economics game for feature valuation. Allocate a limited $100 budget to reveal true market demand.
Automated SSIS ETL Test Framework
End-to-end automated testing framework built with SSIS and T-SQL stored procedures to replace manual QA on a US Healthcare Coordination of Benefits data pipeline — eliminating 50% of manual validation effort.
The Project Oracle
A Monte Carlo simulation engine that runs 10,000 parallel realities to predict project delivery probability.
Executive PMO Dashboard (Power BI)
Reusable Power BI dashboard template for enterprise programme offices — RAG status rollup, RAID heatmap, sprint velocity tracker, and resource utilisation view. Designed for weekly C-suite reporting with minimal manual data entry.
Stakeholder Sentiment AI
A behavioral simulation engine that maps emotional responses of key stakeholders to project scope changes.
Meeting Cost Clock
A real-time cost calculator that shows the exact financial cost of a meeting as it happens — per second. Viral-grade tool that makes the invisible cost of unproductive meetings impossible to ignore.
Sprint Velocity Forecaster
Weighted regression forecasting engine that predicts the next 3 sprints with confidence intervals. Input historical velocity, toggle risk factors, and get a probability cone — the kind of quantitative delivery intelligence most PMs never show.
PMO Maturity Scanner
A 20-question organisational diagnostic that scores your PMO across 5 dimensions — Governance, Delivery, Risk, Reporting, and Culture — and renders a live radar chart. The same assessment consulting firms charge £5,000 for, completed in 3 minutes.
Lab Forge — AI Builds Labs
Describe a PM/BA tool in one sentence. The AI generates a working interactive HTML mini-lab, sandboxed and runnable instantly. The most chaotic lab on the site — it builds new labs.
Scope Creep Simulator
A 6-sprint PM survival game. Each sprint throws a real enterprise scenario at you — scope bombs, key person risk, compliance curveballs — and your choices affect stakeholder trust, team velocity, and budget. Ends with a PM archetype profile.
RAID Log Autopilot
Type any risk, issue, assumption, or dependency in plain English. A heuristic classification engine instantly categorises the RAID type, scores severity, suggests an owner, recommends a mitigation action, and logs it to a live, filterable register with CSV export.
AI Project Charter Generator
Type a 3-sentence project brief. Live AI generates a full charter — objectives, scope, success metrics, stakeholder roles, risks, assumptions, milestones, and a board-ready executive summary. Bring-your-own Claude or Gemini key.
Meeting Action Intelligence
Paste messy meeting notes or a transcript. AI extracts structured action items with owners and due dates, decisions made with rationale, open questions, risks, and a 3-line executive TL;DR — ready to forward to leadership.
RFP / SOW Risk Analyzer
Paste a Statement of Work, MSA, RFP response, or vendor contract. AI identifies risky clauses with severity ratings, missing provisions with draft replacement language, ambiguous terms, and prioritised negotiation points — analysed from your buyer or seller perspective.
Change Impact Assessment Engine
Describe an organisational change. AI generates a full CIAS — affected stakeholder groups with impact ratings, process current/future states, training needs, an ADKAR-based comms plan, resistance hotspots with mitigation tactics, success indicators, and a 90-day activation plan.
Sprint Retrospective AI Coach
Paste what went well, what didn't, and what to try. AI conducts deep 5-Whys root cause analysis on each problem, scores team health across 6 dimensions with visual bars, generates SMART action items with success criteria, and delivers an honest coach's observation.
Delivery Autopsy
Describe a project that struggled, was descoped, or cancelled. AI conducts a blameless autopsy — pinpoints the first failure point, reconstructs the failure timeline, classifies root causes across people/process/tech/comms, analyses contributing decisions, and generates a playbook for next time.
AI Business Case Writer
Answer 5 questions. AI writes a board-ready business case: executive summary, problem statement, strategic alignment, options analysis (with Do Nothing baseline), recommended approach, full financials (NPV, ROI, payback), phased implementation plan, risk register, success metrics, and a one-pager.
Stakeholder Communication Generator
Choose an audience (C-suite, team, client, vendor), set a goal and constraints. AI drafts three variants — Direct, Diplomatic, Urgent — each with subject line, one-line TL;DR, and audience-tailored body. Plus 3 specific tips for communicating with that audience tier.
User Story Factory
Describe a feature in plain English. AI generates a full epic, 4–6 user stories in As-a / I-want / So-that format, Given-When-Then acceptance criteria, edge cases, non-functional requirements across 6 categories, dependencies, open BA questions, and a Definition of Done checklist.
AI Vendor Evaluation Analyst
Paste vendor proposals or RFP responses. AI weights criteria based on your decision priority (cost / capability / risk / speed), scores each vendor 0–100 with star ratings per criterion, surfaces hidden risks each proposal hides, writes a comparative analysis, and recommends a winner with conditions and a fallback.