Work
What I have designed, built, and shipped. Metrics are from the résumé and from talks I have given publicly; where something is a target rather than a result, it says so.
Skills-driven agentic data engineering
productionA 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
productionZero-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
pocTurns unstructured customer signals (Gong call transcripts, UserVoice feedback) into a queryable, ontology-classified layer on Snowflake and Neo4j.
Conversational data agent
pocA master orchestrator with four domain sub-agents (ingestion, transformation, quality, analytics) that lets engineers run data operations in natural language.
Semantic layer on Snowflake
productionA 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
productionSalesforce 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
productionEnd-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 my employer.
contextctl: auditable context infrastructure for AI agents
researchA 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 IEEE BigData 2026.
Axiomic AI agent harness
open sourceThe 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.
Axiomic AI
Three live products on one open-source agent harness. An experimental enterprise.