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Expertise includes measurement statistics, machine learning algorithms and Software development. The skill used in previous job include algorithm development, machine learning model establishment, Data ETL and BI Dashboard development and implement. Currently working at DBS, Provide a data-driven decision support operation systems, and Access control, User requirement consultation, System Architecture design, Data layering, Data Governance, Data ETL of Data Warehouse systems.
Experienced Engineer with a demonstrated history of working in both enterprise (B2B) and consumer (B2C) services industries. Skilled in server-side architecture design, backend programming (python), data processing (data pipeline, Spark, ETL), cloud infrastructure managing (AWS, Azure) and data modelling (computer vision, natural language processing). Strong engineering professional with a Bachelor's Degree focused in Information Management, from Chung Yuan Christian University. Key technologies: AWS, Python, DynamoDB, Kafka, PostgreSQL, Redis, Keras, Scikit-learn, Elasticsearch, BigQuery, CI/CD, Django, Flask, Celery, Terraform, Docker.
9+ years of experience in data science, data engineering, and machine learning. 3+ years of experience as a lecturer at Tamkang University. Good at translating business problems into practical and elegant data science projects, familiar with the domain knowledge in the telecommunications industry and social mobile applications. Led one data scientist to manage data for four products, each covering the data center, ads platform, marketing platform, and AWS data services, processing 40M records daily, maintaining a 99% service stability rate, and handling the multiple A/B tests in 4 products. Made US$200,000 in profits by selling 2 solutions to firms via a predictive model to provide insights into the current and foresee bandwidth bottleneck in communication in Huawei. Increased the satisfaction of application users by 60% via an anomaly detection algorithm for scammers and perverts.
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