Projects
bespoke tools that make a specific business process measurably better
Bespoke tools, each aimed at a single concrete friction: a model an analyst was rebuilding by hand, a diligence read that took weeks, a decision buried in scattered data, a workflow that should have been automated years ago. Every one is client work, built end to end and handed over, grouped by what it proves. More on how the work happens is on the about page.
techno-economic models
Defensible models where the assumptions have to hold up in front of a board, lender, or regulator.
first-of-a-kind cleantech valuation
Process-engineering-grade modeling and a live techno-economic valuation platform, every assumption evidence-backed, built for first-of-a-kind cleantech from methane destruction to cement decarbonization.
techno-economic process engineering valuation
AECO gas fundamentals
A natural gas supply, demand, and basis model with LNG netbacks and liquids-driven completion economics, computed live in the browser.
techno-economic energy markets python
decarbonization opportunity model
Operator-level emissions economics across hundreds of energy operators, ranking who should decarbonize first and whether it pays.
emissions economics carbon pricing data
economic impact calculator
An input-output model rebuilt from 1,500 lines of legacy R into a fast API that returns jobs, GDP, and tax impacts in seconds.
input-output policy analysis FastAPI
diligence and capital
Fast, defensible reads and investor-grade materials for technical decisions.
cleantech due diligence
An engineering-first diligence framework that catches cleantech deals breaking thermodynamics before the capital does.
technical validation diligence frameworks
climate adaptation platform
An interactive investor platform where the climate scenario drives the market, the returns, and the pipeline, with no backend.
fund modeling investor materials python
where AI actually pays off
A practical filter for finding AI work worth funding: bottlenecks before platforms, narrow measurable pilots, computable ROI.
AI strategy finance
clean-energy capital platform
A marketplace and operating model for renewable-energy finance: project discovery, investor and developer portals, corporate buyer dashboards, regulated workflow, and investor-ready economics.
energy finance platforms
agentic systems
Production AI agents that do real operational work and keep a person on every decision that matters: deal-making, leasing, regulatory operations, and the back office.
oil & gas operations agents
A suite of AI agents for upstream and midstream operators, covering production accounting, regulatory filing, emissions, contracts, and pipeline integrity, grounded in the public record.
AI energy data
deal copilot
A copilot for a boutique merchant bank that ingests messy company data, audits the financial model without editing it, and drafts source-traced deal materials.
AI finance systems
consultation operating system
Watches official registries and tracks every proponent commitment in a tamper-proof ledger until it is kept or breached.
AI policy auditability
private ai, installed and owned
Reads documents, routes intake, chases receivables, and reports across the tools a business already uses, running on hardware it owns.
AI systems infrastructure
ai leasing desk
Runs the full leasing lifecycle, from instant lead engagement across channels to an explainable renewal-pricing engine.
AI data systems
agent control plane
A python-first design for production agent systems where every action is policy-gated, replayable, and auditable.
AI systems architecture systems
the industrial brain
Audit-grade AI for industrial safety and compliance, mapping obligations to evidence, drafting audit packets, preserving operator knowledge, and tracing every claim to source.
AI energy compliance
analytics and data systems
The systems behind the decision: pipelines, simulation, and AI work without black-box risk.
document intelligence engine
Turns a mountain of messy documents into a connected map you can question in plain language, every answer cited and the quality proven, while your experts keep the decision.
AI knowledge graph human-in-the-loop
AI carbon accounting
A platform that meters the emissions of AI inference and ties offsets to billing, with signed receipts and a full audit trail.
data systems AI auditability
energy agent simulation
A multi-agent simulation framework for analyzing energy trading strategies and market dynamics, built for scale.
agent-based modeling simulation python
other work
Client builds outside the categories above.
dene language app
An offline-first flashcard app for learning a Dene language, built with spaced repetition and respect for the elders who hold it.
PWA language
Live, usable tools include Prompts and the climate policy dashboard.
Looking for the analytical version of this? See how I work with teams →.