Leads a small team of Applied AI Engineers (~80% hands-on, ~20% leading) architecting the data quality layer for Firmable's B2B sales-intelligence platform: verification pipelines, LLM eval harnesses, anomaly detection, and release gates over billions of records. Core stack: Python, advanced SQL, LLM production tooling, Airflow, Snowflake/Databricks/Redshift on AWS.
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