Darshan P.
ML/AI @ DraftKings
- Role
- Senior Lead Machine Learning Engineer at DraftKings Inc.
- Location
- Boston, MA, US
- LinkedIn followers
- 500 followers
Experience
Senior Lead Machine Learning Engineer
Feb 2023 — Present · Boston, MA, US
Provides technical leadership and mentorship across various ML Platform initiatives, including Feature Store, Databricks Serverless Enablement, Databricks Resource Management, Iceberg Adoption, Terraform infrastructure, Spark Streaming, AI-assisted development tools, and cost optimization strategies.- Established ML Platform team within the global data organization, defining the team charter and technical roadmap while orchestrating the migration of Consumer Data Science teams to a unified Databricks platform, consolidating fragmented tooling and standardizing MLOps practices across 30+ data scientists and ML engineers.- Migrated Consumer Data Science teams from a home-grown feature store to Databricks-managed Feature Store, aligning various teams on a vertical-based data model within Unity Catalog and establishing standardized table/column naming conventions for feature discovery.- Built a comprehensive MLOps framework with MLflow lifecycle management, standardized tagging, Databricks Asset Bundles (DABs), and GitOps CI/CD workflows, and integrated Monte Carlo/Databricks Lakehouse Monitoring for data validation and drift detection, enabling DS teams to deliver models faster.
Education
Dharmsinh Desai Institute of Technology
Bachelor's Degree
Northeastern University
Master’s Degree
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