Sans Basnet
Senior Data Scientist @Logic20/20, Inc.
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WORK HISTORY
Senior Data Scientist @Logic20/20, Inc.
Los Angeles, CA, US
Terraformed resources to setup ETL from S3 buckets to model and model to S3 to SAP HANA output. Glue Jobs ran triggers and schedules to populate script on AWS ETL across test, dev, qa, and prod environments. • Built Advanced Safety model pipeline across environments on Azure DevOps. • Mapped and reported AWS cost-optimization across environments for S3 buckets and Athena at SDG & E. • Migrated and refactored Steel Structure, Non-Steel Structure Bayesian on/off, Aeolian vibration, Corrosion and Conductor models on Palantir’s Foundry platform. Deployed data ingestion to output with validation. • Consulted Pacific Gas & Electric (PG & E) with grid capacity, SDG & E with cost-optimization, and SoCal Gas Company with inventory and safety model ETL process.
EDUCATION
DePaul University
Master of Science - MS, Physics
The University of Toledo
Bachelor of Science - BS, Physics
ABOUT SANS BASNET
MLOps/ Data Scientist at Sempra Decision Analytics & Automation Team via Logic 2020, Inc. Strongly focused on ML deployment and automation with professional experiences in Data Science: Python, SQL, MATLAB, TensorFlow, Spark, Keras, Pandas, Numpy, PySpark Data Engineering: AWS SageMaker, Terraform, Azure DevOps, SAP, S3, AWS ETL, AWS Glue, Docker Data Visualization: Plotly.Express, Tableau, Matplotlib, Seaborn, Java Script, React Cloud Environment: Azure, AWS, GCP, Palantir Foundry Machine Learning: SK-Learn, statsmodels.api, Google AutoML, OpenAI, Git
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