Software Engineer
CurrentBuilding data pipelines to support machine learning based personalization on Disney+
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@verusfinancial.com
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Kyle Vance is listed as Software Engineer - Backend/Data at The Walt Disney Company, based in Walnut Creek, California, United States. AeroLeads shows a work email signal at verusfinancial.com and a matched LinkedIn profile for Kyle Vance.
Kyle Vance previously worked as Software Engineer at The Walt Disney Company and Senior Software Engineer at Smartshift. Kyle Vance holds Computer Science from Uc Irvine.
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Software engineer with interests revolving data engineering, entity resolution, recommendation engines, and big data technologies.
Listed skills include Python, C++, Sql, Microsoft Office, and 10 others.
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Burbank, Ca, Us
Building data pipelines to support machine learning based personalization on Disney+
Boston, Ma, Us
• Researched Large Language Model (LLM) applications for Natural Language Queries (NLQ) and Text to SQL• Deployed a web app for customers to ask Natural Language Questions about internal datasets• Deployed an API on EKS with OAuth integration for NLQ
New York, Ny, Us
• Deployed Apache Airflow on Kubernetes (EKS) with dynamic scaling worker GPU instances on AWS• Deployed a Databricks Entity Resolution Spark data pipeline with a Terraform managed deployment• Developed an Entity Resolution PySpark library with object oriented principles to speed up development of new EntityResolution pipelines• Led migration of a large‑scale ETL pipeline from HDP to Cloudera’ Data Platform to migrate security vulnerability risk andimprove reliability• Developed a Python API wrapper for Cloudera’s Data Engineering service that enabled engineers to automate deploymentswith CI/CD• Containerized a CUDA implementation of a large‑scale clustering algorithm for cloud deployments• Setup Gitlab CI/CD pipelines for python packages to automate linting, testing, and package uploads to artifact storage• Implemented custom logic with Python’s setuptools to compile and package custom CUDA code into a Python library• Mentored junior engineers through regular code reviews and one‑on‑ones
New York, Ny, Us
• Optimized PySpark Entity Resolution blocking algorithms for business names with fine tuned Locality Sensitive Hashing toimprove pair quality by 4% and reduce computation time, on average, by over 50% resulting in significant cloud computecost reduction• Optimized PySpark Entity Resolution blocking algorithm for numerical attributes to improve pair completeness by 50%• Optimized Entity Resolution data pipelines to reduce computation time by 60% when adding new data sources by designingand implementing strategies to incrementally update record similarities and agglomerative entity clusters• Collaborated with Data Scientists to engineer features utilizing Entity Resolution techniques and 3rd party data sources todevelop a fraud detection machine learning pipeline• Developed a data extraction library to simplify efficent data extraction from Oracle and Postgres into PySpark
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Kyle Vance works for The Walt Disney Company.
Kyle Vance is listed as Software Engineer - Backend/Data at The Walt Disney Company.
AeroLeads has found 1 work email signal at @verusfinancial.com for Kyle Vance at The Walt Disney Company.
Kyle Vance is based in Walnut Creek, California, United States while working with The Walt Disney Company.
Kyle Vance has worked for The Walt Disney Company, Smartshift, Kroll, Verus Analytics Llc, and State Compensation Insurance Fund.
You can use AeroLeads to view verified contact signals for Kyle Vance at The Walt Disney Company, including work email, phone, and LinkedIn data when available.
Kyle Vance holds Computer Science from Uc Irvine.
Kyle Vance is listed with skills including Python, C++, Sql, Microsoft Office, Microsoft Excel, Microsoft Word, Microsoft Powerpoint, and Apache Airflow.
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