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I've spent three years as a web engineer and six years as a research engineer at an online advertising company. My research interests lie in computer vision, natural language processing, and machine learning. The immediate mission is to scale R&D in my company via engineering such as MLOps and ResearchOps.
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2014 - 2015
Backend Engineering (GameLogic/Audience, Smalgo)
An online advertising system as demand-side platform (DSP) to focus on mobile game publishers.
Java, MySQL, Redis, Ruby on Rails, Angular, AWS2015 - 2016
Backend Engineering (Game Tailor)
A dynamic retargeting ad product for smartphone apps. Tailor-made ads generated based on each game user status such as game level, selected characters and log in frequency will be served to worldwide game users through social medias.
Scala, MySQL, Aerospike, Apache Spark, RedShift, AWS2016 - 2017
Backend Engineering and Data Science (iXamDrive)
An operation platform for in-feed advertising. It can publish dynamic ads social media such as Facebook, Twitter, and LINE as official partner.
Scala, Java, Finagle, Python, TensorFlow, AWS, GCP2017 - Present
Research Engineering (AI Lab)
Scale R&D in my company via engineering such as MLOps and ResearchOps
NLP, Computer Vision, Python, TensorFlow, PyTorch, TypeScript, Kubernetes, Terraform, GCP, AWS -