REVIEW BRIEF

Snowflake Platform Proficiency

Doeon Kim — Demonstrated capabilities across Snowflake's AI Data Cloud

Flagship: DistrictPilot AI

End-to-end Snowflake-native budget allocation decision agent for Seoul district-level rental/marketing optimization.

Component	Snowflake Feature
ML Forecasting	Cortex ML FORECAST (time-series, 3 districts)
AI SQL Agent	Cortex Analyst + Semantic View (VQR, 10 queries)
Feature Engineering	SQL-based Feature Mart V2 (40+ columns)
App Frontend	Streamlit in Snowflake (5-tab SPA, owner's rights)
Data Pipeline	Snowpark Python stored procedures
Governance	RBAC, schema isolation, ACCOUNTADMIN workflow

Nexus-Hive — Multi-agent NL-to-SQL with Snowflake connector, query governance, and multi-warehouse abstraction.
Lakehouse Contract Lab — Spark medallion pipeline with Snowflake export stage and data-contract validation.
Enterprise LLM Kit — LLM governance toolkit with Snowflake integration for audit logging and eval storage.

Category	Skills
Core Platform	Warehouses, databases, schemas, RBAC, resource monitors
Data Engineering	Stages, COPY INTO, Snowpark, Tasks, Streams
Cortex AI	ML Forecast, Anomaly Detection, Cortex Analyst, Semantic Views
App Development	Streamlit in Snowflake, stored procedures, UDFs
Governance	Row access policies, masking, object tagging

SnowPro Associate — Validated understanding of Snowflake architecture, data loading, query optimization, and account management.