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
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 issues before they reached the Databricks Delta Lake. Established robust guardrails using the combined might of AWS Lambda
Build mq system for work async and batch used RabbitMQ Sellerlinx, Backend Leader Oct 2020 ~ Mar 2021 Implement Serverless, create infrastructure and work flow, - Main technical: AWS、Python、MySQL. - Create serverless api used lambda and api getway. - Design workflow on VS Code extension and aws cdk to deploy lambda layer. - Implement docker deploy to ecs. - I mplement validator and exception handler. - Performance tuning for bulk create flow. - Integration shopee open api. 91APP, Engineer, May 2019 ~ Oct 2020 Learned high-load web applications and develop about cloud service. - Main technical: AWS、.NET
4. Software Outsourcing Management Associate Director • Metropia 八月七月Join company and work as a Backend Leader, initial Devops process (Python, Node.JS, Go) 2. Complete the project of crowded level modeling and prediction service for Bay Area Rapid Transit System (BART) CA, USA (Python, AWS API Gateway, AWS Lambda, AWS API Gateway) 3. Complete the project of User Predictive Location Service (Python, Django) 4. Complete the first version of backend service build process SOP 5. Lead App team (iOS 4 members/Android 4 members) 6. Lead QA team (2
I decided to use Domain-Driven Design ( DDD ) and Test-Driven Development ( TDD ) approaches to support these projects at best. I also developed an Android application that supported all the features of the platform but on a mobile device. The mainly adopted technologies: Java 8, Angular, ReactJS, Amplify, AWS Lambda, DynamoDB, AWS IoT. Full-Stack Developer • Capgemini Sep 17 - Feb 20 I worked for a major Italian bank as an external consultant. I supported them in activities such as bug fixing, development of new features, and application maintenance. I worked on many different projects, where
Dedicated
Willingness To Learn
Efficient
Employed
Full-time / Interested in working remotely
4-6 years
University of Napoli Federico II
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Bachelor in Computer Engineering
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