Portfolio
Work That Delivers
AI solutions that produce measurable business outcomes — not just technology demos.
Pagenta
Shipping a small app still means hosting setup, a deploy pipeline, and DevOps glue — the gap between "the agent generated this" and "people can actually use it" kills momentum.
- ✓One MCP round-trip deploys a real app to a real URL — no editor, no pipeline
- ✓Persistent state, scheduled cron jobs, and push notifications without extra infrastructure
- ✓Password-protected pages and shared portals for client and team delivery
- ✓Built-in analytics on every deployed page, plus CLI and dashboard access
Solution
An agent-native delivery layer that turns a single URL or description into a live, stateful application — letting AI agents and humans ship and manage real apps in seconds
Plurality
A single model answers in confident prose whether it knows or is guessing. For high-stakes calls, leaders need to see where the models agree, where they split, and why — not one opaque verdict.
- ✓Sends one prompt to many models in parallel to avoid anchoring bias
- ✓Seven deliberation modes — Consensus, Debate, Forecast, Red Team, Oracle, Peer Review, Quick Take
- ✓Reconciliation report maps agreements, dissents, and which model cited which evidence
- ✓Custom or preset panels drawn from Anthropic, OpenAI, Google, Meta, xAI, and more
Solution
A reasoning layer over 30 frontier models that routes a question to a panel and returns one reconciled, auditable answer — turning model disagreement into a usable confidence signal
Investment Analysis Engine
Institutional-grade equity research requires synthesizing quantitative fundamentals, qualitative intelligence, and macro context — a process that takes analyst teams days per ticker.
- ✓Deterministic committee scoring (70% weight) ensures reproducible quantitative verdicts
- ✓LLM synthesis (30% weight) adds qualitative research from earnings calls, analyst reports, and competitive dynamics
- ✓Monte Carlo simulation with macro regime classification for probability-weighted returns
- ✓Evidence validation with SHA256 hashes and SEC XBRL cross-checks
Solution
A multi-agent system on Microsoft Agent Framework that generates institutional-grade investment reports combining DCF valuation, scenario modeling, options analysis, and AI-powered qualitative research
Mobius Carbon
Institutional real estate owners needed finance-grade energy data infrastructure — not another scenario tool, but settlement-aligned clearing and reconciliation across 200+ properties.
- ✓Verified outcomes anchored to authoritative settlement data, not estimates
- ✓Ranked actions prioritized by financial impact on Net Operating Income
- ✓Clear accountability — every action has an assigned owner and due date
- ✓Diligence-ready evidence supporting lender and investor reporting
Solution
The energy operating layer for institutional real estate — trusted baselines, ranked actions tied to NOI, and audit-ready evidence for lender and investor reporting
360 Intelligence
Marketing teams juggle separate tools for surveys, site analytics, SEO monitoring, GEO tracking, visitor recording, and heatmaps — fragmented data, fragmented decisions.
- ✓Survey engine with 35+ question types, conditional logic, branching, and AI generation
- ✓Visitor recording and heatmap tracking for UX insights
- ✓SEO and GEO monitoring with automated alerting
- ✓Real-time analytics dashboard with multi-channel distribution
Solution
A unified marketing intelligence platform combining surveys, site analytics, visitor recording, heatmaps, and search monitoring in a single stack
Iceland Economic Signals
Iceland’s macroeconomic data is scattered across 235+ Statistics Iceland datasets with no real-time signal layer. Analysts, traders, and policymakers lacked computed indicators tuned to small open economy dynamics.
- ✓19 professionally-calculated indicators across inflation, labor, trade, housing, and policy
- ✓87.5% validated accuracy on Central Bank rate decision predictions (Oct 2024–Oct 2025)
- ✓MCP integration gives Claude direct access to real-time Iceland economic conditions
- ✓REST API, Streamlit dashboard, and CSV/PDF export for institutional delivery
Solution
A signal-based macroeconomic intelligence platform built on FastAPI + FastMCP, transforming raw Statistics Iceland data into actionable indicators with ML-assisted policy probability scoring
Olympus Stack
AI-powered development workflows are fragmented across disconnected tools, and connecting many MCP servers creates unsustainable token overhead — 100+ tools consume ~17K tokens before any work begins.
- ✓Gateway pattern routes to 13 MCPs on-demand, cutting token overhead from 17K to 2K
- ✓Real infrastructure testing (Colosseum) with Docker-based services — no mocks
- ✓Multi-model consensus (Delphi) reduces hallucination through cross-model validation
- ✓Integrated security scanning, code generation, knowledge graphs, and observability
Solution
A modular framework of 13 specialized MCP servers orchestrated through a token-efficient gateway — combining security scanning, multi-model consensus, real integration testing, and AI-powered code generation into one ecosystem
LayerDoc
Collaborative writing tools either lack AI assistance or force cloud-only workflows. Teams need rich editing with AI help that works both in-browser and as a native desktop app with local-first storage.
- ✓Rich text editing with TipTap and real-time collaboration
- ✓AI writing assistance powered by MCP integration
- ✓Electron desktop app with local-first storage
- ✓Works in-browser or as a native application
Solution
A collaborative writing platform with AI assistance and MCP integration — built as both a Next.js web app and an Electron desktop app with local-first architecture
AI Without the Hype
AI coverage is dominated by sensationalism and engagement-driven narratives. Builders and business leaders needed a calm, credible source — one that could operate autonomously at daily publishing cadence.
- ✓Multi-agent editorial board debates coverage and evolves editorial policy
- ✓Daily briefings produced end-to-end without manual intervention
- ✓Hype scoring system (0–10) grades every claim across five dimensions
- ✓Transparent attribution: Produced, Orchestrated, or Written
Solution
A self-governing AI newsroom with autonomous editorial evolution, RSS monitoring, multi-persona essays, and radical transparency about what’s automated
Plus more across hospitality, analytics, autonomous research, and consumer apps — 20+ shipped and counting.
Strategy + delivery.
30 minutes.
You'll know in the first five.
Tell me what you're trying to ship. I'll tell you whether I'm the right fit — and if not, who is.
No pitch. No slides. Just clarity.