Enterprise Data Platform & ML Models
Media & Consumer Data Company
Media & Consumer Data Company - Enterprise Data Platform & ML Models
The Challenge
Long-tenure enterprise data platform delivery with production ML and NLP maps to federal data-modernization initiatives (e.g., Treasury, CMS analytics, civilian-agency data fabrics). Demonstrates Snowflake, Python, and ML engineering depth required for AI/ML evaluation factors.
The Solution
Python | Snowflake | SQL Server | Scikit-learn | TensorFlow / Keras | SSIS | Star / Snowflake Schemas
Implementation
Antony Jayaraj (Data Architect / ML Lead)
Results
Enterprise data architecture spanning Consumer, eMail, and Auto verticals
Migrated multi-vertical data products to Snowflake multi-cluster warehouse
Production ML models: regression, classification, clustering for targeted campaigns
NLP-driven trend analysis on live data feeds
8-year continuous architecture engagement with sustained ROI
“Enterprise data architecture spanning Consumer, eMail, and Auto verticals”