Projects

Product leader building production-grade systems where physics, economics, and regulation meet software. Work spans quantitative methods, distributed systems, BI platforms, and agentic AI, with emphasis on measurable impact: 250+ automated tests across key stacks, 75+ SKU catalogues, EPR and logistics automation, and staged paths from research to operations.

Climate intelligence, logistics engines, agentic workflows. Click any card for details; Executive vs Engineer views open in the modal.

Tools & experiments →

EcoMetrics (TCO Decision Engine)

Live

Techno-economic & climate intelligence: ground-up Total Cost of Ownership (TCO) calculator and environmental claim validation across 75+ SKUs. dbt pipeline with 105+ data quality tests, DuckDB analytics, Streamlit dashboards — transaction-level margin logic, monthly aggregation models, multi-company architecture.

105+ dbt tests75+ SKUsLive Streamlit
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Renw & Silvera Platform

Live

Industrial platform architecture & operations at enterprise scale: thermodynamic physics moat modeling, unified shipping engine for 1K–100M units, piecewise volume discounts, multi-modal transport, geospatial port detection, EPR integration, 75+ SKU catalogue — production BI with Prometheus/Grafana.

1K–100M units75+ SKUsPhysics Moat
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KineticCRM

Beta

Agentic AI systems: CRM where autonomous agents manage leads and workflows — multi-strategy error recovery (~85%), graph-based workflow execution, conversation analysis, and 151+ automated tests.

151+ tests90%+ coverage85% recovery
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H1 Trading Agent

In Development

Quantitative crypto trading: spectral arbitration (FFT / wavelet / Hilbert), Synapse-inspired dynamic model weighting, purged K-fold CV, cost-aware backtesting (slippage, gas, MEV), Kelly sizing — staged pipeline to production.

2.1+ Sharpe<15% drawdownSpectral features
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GIS Map Layers

In Development

Portable geospatial map layer tool: GEE-based tile layers (ESA WorldCover, US NLCD, USDA CDL, DEA Land Cover, terrain) and site-level queries (NDVI, land cover, biomass). No proprietary or product-specific data.

Multi-source tilesSite APILibrary + API + UI
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PULSE

Research

Decentralized 3D asset discovery: octree spatial indexing (Morton locality), DHT-style lookup, gossip mesh, spatial multicast, GPU culling — research-grade distributed graphics.

O(log n)P2P + DHTCUDA culling
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CLIP Product Verification

Research

Computer vision for product authentication: Siamese variants, CLIP + YOLO stages, hard-negative mining, ArcFace / Proxy-Anchor losses, multi-backbone experiments.

Siamese + CLIPMulti-backboneProduction path
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Ideas

Concepts in exploration, prototyping, or positioning. Not shipped yet.

Craton Systems

Decision Infrastructure

Decision infrastructure for alt-fiber and bio-industrial pathways: assumption registry, sensitivity, evidence-value ordering, and diligence-ready artifacts.

positioning

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Project Providence

AI Infrastructure & Provenance

Decentralized, idempotent data provenance and cleaning engine for enterprise AI training data — cryptographic mutation lineage, executor-abstracted human or agent labor, and statistical quality control.

positioning

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Reception & Call Intelligence

AI & Automation

Exploring applicability of call-handling and conversation IP. Capabilities around lead qualification, call flow logic, and appointment scheduling—drawing on patterns from previous systems work.

exploration

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TrueReview Platform

Consumer & Verification

Combating fake reviews through multiple verification layers. OCR-scanned receipts + AI product identification for authentic review verification.

exploration

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Bedtime Story AI App

Consumer & Family

Calm tech app generating personalized stories and illustrations for children. Tablet-first, bonding-focused, avoiding high-stimulation mechanics.

prototype

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Grant Match AI

AI & Data

AI-powered grant matching for climate tech and sustainable materials. TEA + regulatory intelligence to match opportunities with projects.

exploration

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Skill Tree Platform

Platform & Networking

Gamified professional network with RPG-style skill trees. The "next LinkedIn"—professional development meets engaging progression mechanics.

positioning

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Theater Vote & Rent

Consumer & Media

Rent a theater with friends or matched strangers. Anonymous vote on movie/show; app matches groups so enough people want the same title.

exploration

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Pickup Sports / Local Teams

Consumer & Community

Team up with people nearby for pickup sports. Match by sport, location, skill level; form teams organically.

exploration

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Rentable Radio Station

Consumer & Media

Rent time on a physical radio station. Play your playlist, be the DJ. API-friendly for white-label apps.

exploration

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Civic / Public Interest Platform

Platform & Civic

Organize, fund, and execute works of public interest. Housing, parks, community projects—works with city but private.

exploration

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Organic Agency Creation

Platform & Work

Form agencies with others based on skill sets. Match by skills; create or join agencies organically.

exploration

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Skill Set Platform

Platform & Work

Get started—match to your first gig or first team. Onboarding and discovery for people building a skill-based identity.

exploration

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Unused Hotel Rooms for Housing

Platform & Civic

Platform to utilize underutilized hotel rooms for people experiencing housing insecurity.

exploration

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Interested in discussing these projects or similar approaches?

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