Chengsheng Chang
Data engineer @ eCloudvalley 伊雲谷數位股份有限公司
●Current job
Data Engineer at Ecloud Valley Digital Technology, utilizing AWS Cloud resources for building flexible and efficient data processing workflows for large-scale data handling.
Experience in using note-taking software to stay updated with the latest technologies in the cloud computing field.
Strong skills in problem-solving and proposing solutions within limited time in Billing departments.
●Award
Received "2021 NCS Best Paper Award" at the National Computer Symposium & Taiwan Academic Network Conference in the field of financial technology, for research on analyzing the relationship between news text and stock prices using LSTM and SVM machine learning models, and applying it to predict the Taiwan Weighted Index.
Continuous research and analysis of various financial markets, including forex, cryptocurrencies, and stock markets, with the goal of developing automated trading strategies using data processing experience and financial knowledge.
eCloudvalley 伊雲谷數位股份有限公司
Fu Jen Catholic University
New Taipei City, Taiwan
专业背景
- 目前状态就职中
- 专业数据科学家・Python 开发人员・软体工程师
- 产业人工智能 / 机器学习・物联网／IoT・软件即服务 / 云服务
- 工作年资1 到 2 年 (1 到 2 年相关工作经验)
- 管理经历无
- 技能
- 语言能力English・专业
- 最高学历大学
求职偏好
- 预期工作模式全职・对远端工作有兴趣
- 希望获得的职位Software Engineer
- 期望的工作地点
- 接案服务
工作经验
Data engineer
● Big Data Technologies: Proficient in utilizing Apache Spark for large-scale data processing and leveraging multi-threading techniques for concurrent data processing and improved performance.
● Container Orchestration: Skilled in using Amazon ECS for containerized applications and leveraging SQS for efficient message-based communication between microservices.
● Database Optimization: Expertise in implementing MySQL paging for optimized data retrieval and storage in large databases.
● Cloud Technologies: Familiarity with cloud-native technologies and best practices for building scalable and resilient applications in the cloud.
Intern
● Familiarity with various AWS services, particularly in IoT and Machine Learning domains.
● Experience in a project involving integration of cloud and edge devices for an AI-powered camera solution for PCB defect detection, utilizing NVIDIA Jetson TX2.
● Responsibilities included integrating edge and cloud components, training AI models for image classification, connecting other sensors, and implementing data transmission using AWS IoT SDK and MQTT.
● Involvement in building a cloud-based educational platform using AWS S3 bucket for hosting static websites, React for front-end development, and API Gateway for RESTful API calls to Lambda functions for web scraping and recommendation of cloud-related lectures. Also responsible for setting up Hands-on Lab environments.
Intern of R&D department
• Collecting data from our product and use Python to sort out the data and make visualization.
• Setting up computer environment in RD lab,connecting to our NAS ( Network Attach Storage) system.
• Assisted in debugging error in program.
学历
Bachelor’s Degree
・
Information managementHigh School Diploma
・
The model student of New Taipei City