Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技
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2022 ~ 2023
資料科學家、資料科學工程師、機器學習工程師
Within one month
integration pipeline that aggregated diverse data sets into a S3 Data Lake. Successfully integrated a range of data sources, including real-time data feeds from AWS Redshift and DocumentDB, as well as batch processes to import traditional CSV files. Utilized Databricks for large-scale data processing, leveraging its Spark capabilities to efficiently transform and aggregate incoming data streams. With the combined power of Databricks and AWS Lambda, ensured unparalleled data consistency, quality, and preparedness for sophisticated analytics and reporting. Utilized Databricks and Airflow to run extensive data profiling tasks, analyzing data patterns and identifying potential quality
rows: 6,268,519,176 Qudowe Project Lead & Software Engineer Product of Pixnet Travel Hackathon 2019, a trip planner based on Instagram's data Work Experience Vpon, Data Engineer Aug 2018 ~ Oct 2020 Implement Akka-http(Scala) server endpoints for Vpon Data Platform Product Create new ETL pipelines using GCP Spark(Apache Spark) and GCP Dataflow(Apache Beam) to batch input/output hundreds of files Migrate existing ETL pipelines from AWS(Hive SQL) to GCP(BigQuery SQL) using python Migrate datawarehouse from AWS(Hive) to GCP(BigQuery) Setup Prometheus on GKE (Google Kubernetes Engine) to monitor resource usage(CPU
heart rate, sleep status and daily steps that make the user easily understand the details of activities. iOS Engineer 9count AprAug 2022 Taipei, Taiwan Product: 1.Wink: Maintain and develop the app used by SwiftUI, and work with LA Team, and over one million DAU. 2.Spark: Maintain and develop the app used by SwiftUI, and work with Taiwan Team, and over one million DAU. Implemet: Implement the project hierarchy in MVVM and add some animation and transition to make the user experience better. Dealing with a large number of users makes you think
IOS App Development
Mobile App Development
SwiftUI
Employed
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Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立清華大學
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Computer Science
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