Rational sustainability. Cost. Scale. Truth.
Systems thinking applied to products, AI, and sustainability,
Portfolio
Build. Shipped. Documented
Products and AI tools across enterprise SaaS and agentic systems.
Every project is validated against real systems.
PMP certified · Above Target score across all domains · PMI 2024
Products built & shipped
Enterprise and SaaS products with real users in production.
Manufacturing · PWA
FactoryOS
Real-time production visibility across 7 factories. Machine status, inventory movement, inter-factory order flow. Built for the factory floor.
7 factories live
Mobile-first
Mareana · Internal AI Tool
Virtual Pharma Project Tracker
Full-stack PM app built with Claude/GenAI. Tracks engineer productivity and batch record progress across regulated pharma clients.
Live on Prod
Gen AI
AI tools & agents
AI-native tools built and validated against live systems. All code on GitHub.
AGENTIC SYSTEMS
Hermes · Jira · Notion · Slack
AI PM Agent
Backlog triage, PRD generation, and weekly sprint digests running on cron — zero manual triggering. Debugged 4 live production failures.
Agentic
Live on Github
FastAPI · Claude API · PDF
JD-to-Resume Customiser
Takes a job description, matches against your experience bank, outputs a tailored PDF resume in under 5 minutes. Multi-user.
Claude API
Live on GitHub
AUTOMATION & RESEARCH
GitHub Actions · Claude API
Funded Companies Agent
Scrapes TechCrunch funding announcements weekly, scores companies for AI PM/TPM hiring likelihood, delivers tailored outreach drafts as an HTML email digest.
Automated
Live on Github
Claude · Writing · Voice
Personal Voice Skill
Custom Claude skill built from real writing samples. Produces output in a specific personal voice — not generic AI prose. Two distinct registers encoded.
Prompt eng.
Live on GitHub
LEARNING & EDUCATION
Interactive · PM Education
Product Discovery Guide
Teaches product discovery through doing — real scenarios, not reading.
GitHub
Gamified · PostHog
AI Concepts Learner
Duolingo-style AI literacy app with streaks, levels, and PostHog analytics wired in.
GitHub
In progress
Currently in active development.
Habit + metrics mobile app. Converts structured routines into daily execution — one-tap logging, progress dashboard, smart reminders. MVP in development.
Habitrics