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以深度強化學習模型 A3C ＋ LSTM 訓練 AI 通關音速小子。利用 tensorflow2-keras API 撰寫
Demo: https://youtu.be/ut7WoK1Kd_g

訓練 AI 通關音速小子

Backend Engineer

張嘉棋

以 TrackNet 全卷積網路 (FCN)，訓練羽球偵測模型

Demo: https://youtu.be/NHsgkH7DG4k

羽球追蹤

利用四種最短路徑搜尋演算法，解複雜的迷宮問題。
迷宮生成演算法：
• Randomized Prim's 
最短演算法：
• Dijkstra's  • Breadth First Search    
• A* Search  • Q-Learing + Depth First Search 

 Demo: https://youtu.be/83VfV6G6Ohs

最短路徑搜尋

Skills
• Language: Python, Ruby, Golang, C++, SQL, GraphQL
• Framework: Ruby on Rails, Flask
• DataBase: MySQL, Redis, ElasticSearch
• Infrastructure: AWS, K8S, Docker, Git

Summary:
3+ years of hands-on experience in software engineering, specializing in backend development. Proven track record of contribution to delivering robust and scalable technical solutions. Currently a member of the core feature team at Amazingtalker, a leading education platform in Asia with millions of users.

國立臺灣大學 (National Taiwan University)

AmazingTalker

Ruby on Rails/Python/AWS/MySQL/Redis/Elasticsearch/GraphQL

• Spontaneously take ownership of the a/b testing microservice and revamp functionalities to support parallel user assignments, complex policy configurations, and more. Yield widespread benefits across all feature teams, leading to an 80% increase in product designer adoption and a 25% reduction in development time for experiment-related tasks.

• Led the design and development of advanced search functionality for the teacher wall, enabling students to find required teachers among 100+ multilingual instructional topics without difficulty, which boosts search usability by 20% and conversion rate by up to 10%.

• Architect and build an English-practicing voice chatbot, AI Tutor Bella, which utilizes OpenAI API and AWS cloud technologies, helping 10k+ students to enhance their English speaking skills anywhere and anytime with minimal resistance.

• Devise and implement a sophisticated and lightweight asynchronous mechanism for AI content generation with OpenAI API. Leverage caching and queue workers to strategically enforce rate limits on OpenAI API calls and result in a P95 server response time consistently under 100 ms.

• Unify multiple video transcoding scripts into a single, well-modulized repository by introducing a flexible DAG model, empowering developers to define transcoding workflows in business logic for swift application integration with Lambda function which reduces development time by 50%.

台灣新北市

Python/Flask/SQL/Redis/Shapely/Solidworks

• Developed and maintained an in-house distributed job scheduler used for various design tools for managing third-party proprietary licenses. 10+ tools across multiple functions in the company are running on the system stably and the number keeps increasing.

• Implemented geometric algorithms for mechanical design automation and cascaded Solidworks  APIs with remote Python auto-design services to build design flow for the next-generation in-house mechanical auto-design system, resulting in the automation of 15% of projects.

• Built auto-dimensioning and data extraction modules for the in-house mechanical semi-auto design system, which saved 20% of designing time per case.

台灣桃園市

中華精測科技股份有限公司

Software Engineer

• Expatriated to TECO-Westinghouse in NA in 2017. Established regional engineering team for functions of motor quotation and technical service.

• Facilitated cross-functional communication to accelerate a cross-region collaborative project with multiple teams between NA and Taiwan.

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