Sean Yoo
- Role
- Principal Software Development Engineer Architect of Machine Learning Iot Data Platform at Boeing
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Sean Yoo
Passionate visionary and customer-focused principal lead software architect of Boeing…
Experience
Principal Software Development Engineer Architect of Machine Learning Iot Data Platform
Apr 2019 — Present
Envisioned strategic architectural plan of Boeing Management System portal, which enables 360-degree view of corporate KPIs for manufacturing operation, product quality, supply chain, finance, human resources, etc. • Built roadmap and execution plan to empower customer with innovations, to become first-in-class data ingestion automation, and to be role model as a Boeing president award winning software project. • Mentored and technically led agile software solutions with global team of 120 software developers. • Designed integration architecture for advanced visualization and user experience for web portal and mobile platform, and actively engaged with stakeholders and partners to build consensus and support. • Designed and delivered robust natural language processing (NLP) based text search and auto-suggest capabilities using multi-label classification, entity recognition deep learning models, and spaCy by analyzing search keywords and query usage patterns. • Productionized predictive forecasting and what-if analysis for supply chain and quality metrics using R studio statistical analysis and natural language generation, and established MLOps Continuous Integration/Continuous Deployment (CI/CD) infrastructure using Kubernetes. • Established logging and monitoring infrastructures and dashboards to support SLA to meet operational excellence goals using Splunk and AppDynamics, and enabled robust root cause corrective action processes that translate findings into alerts and actions that mitigate future risk by integrating ServiceNow. • Created Application Performance Monitoring (APM) dashboard to troubleshoot performance issues and identify bottlenecks, enabled end user monitoring feature for web and mobile clients, and improved user experience and adaption substantially.
Skills
- Service Oriented Architecture Design
- Elasticsearch
- Rest
- Microservce
- Java
- Nservicebus
- Mongodb
- Event Driven Programming
- Big Data
- C#
- Rabbitmq
- Windows Azure
- Microservice Architecture
- Amazon Web Services (Aws)
- Machine Learning
- Asp.net
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