Nakul Korde

About Nakul Korde

As a Senior Member Of Technical Staff at Oracle, I design, develop, and launch…

Experience

1. Senior Member of Technical Staff

   Oracle

   May 2020 — Present

   Designed, developed, and launched a multi-tenant distributed AI service (Anomaly Detection) on Oracle Cloud Infrastructure in 30 public cloud regions.• Spearheaded the creation of various elements in the comprehensive custom model training and inference solution, contributing significantly to its end-to-end development and functionality.• Designed and implemented a multi-model inference server architecture aimed at optimizing the efficient deployment of customer-trained models while seamlessly handling parallel requests.• Led a team of three engineers in a pivotal initiative to streamline and enhance service deployment processes for new cloud regions. Offered mentorship and guidance, effectively allocating resources and overseeing workstreams to remove manual touchpoints and 20% faster bootstrap time per region.• Collaborated with internal and external stakeholders to drive service adoption by gathering requirements and delivering customer-centric solutions.• Created a single-tenant engineering solution for an Outlier Detection model using OCI offerings like Functions as a Service, Oracle Analytics Cloud, OCI Data Science platform, OCI resource manager stack and OCI Marketplace, leading to offer the capability to two major customers, with potential for wider deployment.• Developed a Jupyter notebook-based solution for automated parameter tuning of OCI Anomaly Detection Service, removing manual efforts, and significantly reducing runtime from hours to minutes for an internal customer.• Developed a model ensemble using open-source NER models to de-identify sensitive healthcare data thatsuccessfully de-identified documents making them available for model development.• Built a model evaluation utility based on open-source libraries to calculate model quality metrics enabling scientiststo optimize model performance.

Education

• Portland State University

  Master of Science - MS, Computer Science

• Portland State University

  Master of Science (M.S.), Computer Science

  2014 — 2016

• Savitribai Phule Pune University

  Bachelor of Engineering (B.E.), Computer Engineering

  2010 — 2014

Skills

• C
• Python
• C++
• Opencv
• Embedded Systems
• Arduino
• Windows
• Java
• Html
• Sql
• Microsoft Office
• Linux
• Powerpoint
• Android Development
• Apache Spark
• Hadoop
• Compression Algorithms
• Teamcity
• Devops
• Klocwork
• Git
• Github