Jim Horng is a Senior Data Engineer with 12 years of experience designing and operating global-scale cloud and data systems for companies like LINE, Digital River, and Cheetah Mobile. He builds high-throughput pipelines (30B+ events/day) and production ML/NLP applications (BERT, LDA, auto keyphrase extraction) while leading cross-team delivery, mentoring, and serving as scrum master. A polyglot engineer skilled in Java, Python, Go and distributed systems, Jim blends hands-on backend architecture (reactive/non-blocking I/O, Kafka, Spark, Hadoop) with pragmatic DevOps and CI/CD practices to double throughput and improve resource utilization. He is also an active open-source contributor and maintainer—most notably refining PyAPNs and contributing to boto3—bringing reliability-focused improvements like enhanced reconnection and resend strategies. Based in Taipei, he pairs deep technical breadth with a product-minded focus on business KPIs, visualization, and operational observability.
12 years of coding experience
12 years of employment as a software developer
Master of Information and Computer Education, Information and Computer Education, Master of Information and Computer Education, Information and Computer Education at National Kaohsiung Normal University
Bachelor's degree, Information management, Bachelor's degree, Information management at Yuan-Ze University
Python library for interacting with the Apple Push Notification service (APNs)
Role in this project:
Back-end Developer
Contributions:18 commits, 2 PRs, 1 push in 1 year 5 months
Contributions summary:Jim primarily focused on enhancing the functionality and stability of the APNs library. They implemented an enhanced notification mechanism, including error handling and a resend strategy, to improve reliability. The commits also included improvements to connection management, particularly for enhanced mode, to prevent crazy loops and ensure proper reconnection. Furthermore, the user addressed potential issues by adding socket connection broken detection and refined logging for better monitoring and debugging.
Contributions:20 pushes, 1 branch in 6 years 4 months
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