Work
Systems designed, built, and shipped. Metrics come from the résumé and from public talks; where something is a target rather than a result, it says so.
Skills-driven agentic data engineering
A governed library of AI skills and sub-agents that automates the analytics-engineering lifecycle across multi-repo dbt and ingestion workflows, with humans in the loop.
Autonomous incident response agent
Zero-touch detection, root-cause analysis, and auto-remediation of data pipeline failures using the Claude Agent SDK with Snowflake, dbt, and GitHub MCP servers.
Customer Context Engine
Turns unstructured customer signals (Gong call transcripts, UserVoice feedback) into a queryable, ontology-classified layer on Snowflake and Neo4j.
Conversational data agent
A master orchestrator with four domain sub-agents (ingestion, transformation, quality, analytics) that lets engineers run data operations in natural language.
Semantic layer on Snowflake
A unified business vocabulary across 10+ domains, built with dbt metrics and Snowflake Cortex semantic views, so people and agents ask questions in the same words and get the same answer.
FDR Sales Data Transformation
Salesforce CRM integrated into a BigQuery data lake serving 500K+ unified customer profiles, standardized for ML model inputs and KPI dashboards.
Supply chain AI data platform
End-to-end pipeline for a first-in-class supply chain AI product, processing TB-scale customer data with 99.9% uptime.
Research and open source
Independent of his employer.
contextctl: auditable context infrastructure for AI agents
A vision paper and open-source prototype arguing that agent context should be governed data infrastructure: open files for truth, Git for time, a hash-named evidence folder, one SQLite sidecar for speed, and a token-budgeted serving protocol. Under review at the AAI-BD 2026 workshop, IEEE BigData 2026; decision expected Nov 12.
Axiomic AI agent harness
The multi-agent repository template every Axiomic AI product is built from: agent prompts, MCP server configs, CI, and deploy wiring. Fork, describe the domain, ship.
Personal projects
Three live sites on one open-source agent harness, built at Axiomic AI, an experimental, non-revenue playground for new technology and deployment.
- PersonasFlowpersonasflow.comLife-management platform: intelligent daily routines, persona management, and progress tracking across every role a user plays.
- EstateVisionestatevision.ioRental portfolio management for property owners: portfolio tracking, centralized document store, automated rent-reminder notifications.
- WealthPilotpilotmywealth.comAI-driven personal finance: monthly investment amounts and allocations personalized to risk tolerance and financial goals.