Jan 2021 – Present
Intuit Credit Karma
Senior Analytics Engineer
San Francisco Bay Area
Analytics AI Transformation: internal data products serving 140M+ members across notifications, stories, and offers.
- Architected near real-time observability systems from scratch (0→1) for large-scale recommendation pipelines; automated anomaly diagnosis that saved $1M/month and reduced deployment friction.
- Building a scalable in-house semantic layer for structured context and retrieval, turning the warehouse into an AI-readable source of truth for autonomous querying.
- Designed an orchestration marketplace for agentic PlugIn workflows, automating triage and deployment of complex DAG models and halving the Data Science deployment cycle.
- Implemented a RAG + LangGraph framework integrated with the experimentation platform so non-technical teams can interpret A/B results and get ship/no-ship recommendations via an AI agent.
- Architected an OpenClaw-inspired framework for self-healing data quality sub-agents that detect, diagnose, and remediate pipeline failures before downstream impact.
- Partnered with leadership to evaluate and deploy modern data stack tools (dbt, Coder), advancing foundational infrastructure for Data Science and Analytics.
