Portfolio
Work That Delivers
AI solutions that produce measurable business outcomes — not just technology demos.
PageCraft
Getting HTML live on the web still requires deployment pipelines, hosting setup, and DevOps knowledge — a blocker for marketers, designers, and teams that need to ship pages fast.
- ✓Three creation paths: AI prompt generation, HTML import, or drag-and-drop file upload
- ✓Live preview with inline code editing before publishing
- ✓Theme library for brand consistency across pages
- ✓Built-in analytics tracking on every deployed page
Solution
A rapid page deployment platform built with Next.js and Supabase that eliminates the gap between creating a page and getting it live — no DevOps required
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
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
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
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
ESG Compliance Automation
As co-founder of Mobius Carbon, helped build the platform from the ground up. Real estate firms facing mandatory CRREM/SECR reporting couldn’t consolidate energy data from 200+ properties. Manual reporting took 6 weeks quarterly and still had errors.
- ✓Quarterly reports now take days instead of weeks
- ✓Zero manual data entry errors
- ✓Investor-ready ESG documentation on demand
- ✓Regulatory compliance becomes competitive advantage
Solution
Co-founded and helped develop the platform — automated data pipeline with multi-source reconciliation and regulatory output formatting
Research Intelligence
Advisory firm spending 15+ hours per client on market research and competitive analysis, limiting capacity to 3 engagements per month.
- ✓Research that took 15 hours now completes in 60 seconds
- ✓Cross-source validation eliminates analyst bias
- ✓Consistent quality regardless of researcher experience
- ✓Freed senior consultants for high-value client work
Solution
AI-powered research automation with multi-source synthesis and fact verification
Survey Platform
Needed a full-stack survey platform to demonstrate end-to-end product development — from database design and real-time analytics to conditional logic engines and multi-channel distribution.
- ✓Conditional logic engine with skip rules, branching, answer piping, and carry-forward
- ✓Real-time response streaming via Server-Sent Events with live dashboard updates
- ✓AI survey generation from text prompts via OpenRouter integration
- ✓Multi-channel distribution: email invitations, embeddable widgets, public links, QR codes
Solution
Full-stack Next.js 16 SaaS application with Prisma, PostgreSQL, Clerk auth, and integrations across Resend, Slack, and webhooks — 49K LOC across 96 files
Ranking Risk Monitor
E-commerce site lost 40% of traffic overnight due to undetected technical SEO issue. Marketing team had no early warning system and discovered problem only after revenue dropped.
- ✓Proactive alerts before revenue impact
- ✓AI interprets anomalies in business terms
- ✓Marketing team can act without technical support
- ✓Weekly exec summaries automate reporting
Solution
AI-powered anomaly detection with automated business impact assessment
Revenue Intelligence
Travel company making pricing decisions based on gut feel and lagging indicators. Revenue management was reactive instead of predictive.
- ✓Booking pace analysis predicts demand shifts
- ✓Revenue managers act before problems materialize
- ✓YoY comparisons at multiple timeframes
- ✓Executive dashboards update in real-time
Solution
Predictive analytics platform with momentum scoring and forward booking trends
Carbon Strategy Simulator
Sustainability consultancy needed a way to generate inbound leads and shorten a 6+ month sales cycle. CFOs wouldn’t take a call until they could see the business case for themselves.
- ✓Prospects model their own carbon reduction scenarios before any sales contact
- ✓CFOs see financial ROI in their specific context — no pitch deck required
- ✓Lead qualification happens automatically based on engagement depth
- ✓High-intent prospects arrive pre-sold on the business case
Solution
An interactive lead-generation tool disguised as an ROI simulator — prospects sell themselves on the business case, then book the call
Content Scale Engine
Tourism company producing 4 blog posts/month couldn’t compete with larger competitors dominating search results. Content team was bottleneck to growth.
- ✓Content production no longer blocks marketing goals
- ✓Real-time trending topic integration keeps content relevant
- ✓Non-technical staff can operate independently
- ✓Quality controls prevent off-brand content
Solution
AI content generation with brand voice training and editorial workflow integration
Daolight
Design and ship an iOS app demonstrating habit-loop psychology and daily engagement mechanics — concepts applied to enterprise AI adoption strategies.
- ✓Push notification timing optimized for engagement
- ✓Personalization through preference learning
- ✓Habit loop design (cue → routine → reward)
- ✓Minimalist UX reduces cognitive load
Solution
These engagement principles apply directly to enterprise AI tool adoption — the same psychology drives user adoption of internal AI systems
Strategy + delivery.
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