Srivatsav Busi

About Srivatsav Busi

With over seven years of experience in IT and data management, I specialize in designing…

Experience

1. Machine Learning Engineer

   Yahoo

   Mar 2024 — Present · San Francisco, CA, US

   Designed, developed, and optimized end-to-end ML pipelines using KFP (Kubeflow Pipelines), incorporating lightweight components for training, evaluation, and model promotion workflows.• Developed modular and reusable lightweight components for tasks like data ingestion, TFRecord processing, and model evaluation, ensuring seamless integration into existing pipelines.• Implemented automated artifact promotion workflows, gating releases based on evaluation pipeline results, ensuring consistent quality across Dev, PPD, and PRD environments.• Developed and optimized automated data pipelines to load diverse file formats (e.g, TFRecord, Parquet, CSV, JSON) from Google Cloud Storage into BigQuery, implementing advanced configurations such as schema autodetection, custom partitioning, and data format conversion to enhance data processing efficiency.• Leveraged Google Cloud Platform (GCP) services, including BigQuery, Cloud Storage, and Vertex AI, to build scalable, cost-effective machine learning solutions, enabling efficient data processing and model deployment.• Collaborated with cross-functional teams, including data scientists, DevOps engineers, and product managers, to align ML solutions with business goals, while mentoring junior team members on KFP pipeline development and lightweight component integration.