徐偉哲

Have 1+ year experience in system software development, maintenance and computer vision research. Develop on multi-thread and OOP project. Also, I have AI experience on deep learning and train network to solve practical problems such as NLP. I currently base in Taiwan and relocation is required.

[email protected]

經歷

香港商先進太平洋台灣分公司, Software Engineer, 2021/4 - Present

  • 工作內容是半導體設備機台的軟體開發,使用C++ (multi-thread)
  • 多執行緒、物件導向專案開發
  • 主要處理後端資料儲存正確性和各個機台硬體之間的配合和溝通。部分處理客戶問題。

中正大學, 研究助理, 2019/9 - 2020/8

  • 科技部的對話系統計畫
  • 建立實際的對話資料來做對話系統的訓練
  • 整合rule-based 對話字典來output對話語料

資訊工業策進會, Internship, 2019/7 - 2019/9

  • 運用分散式資料庫系統收集電腦裝置資料
  • 使用有效的資料裝置查詢策略
  • Our strategy can find out most of the devices and give a high hit-rate (90% up).

實作專案 


"A Multi-turn Generative Model with Variational Autoencoding for a Dialogue System" Master's Thesis

  • Build and verify a specific dialogue model focused on multi-turn dialogues.
  • Our model can learn a dialogue action to judge which dialogue type is great.
  • Though this action, model can compute the coverage grade to reply strategy to output good sentence.
  • Our solution improves dialogues in the Stanford multi-turn dialogues and is greater than classical generative dialogue models, recently.

Fishes Detection on Computer Vision

  • 透過RCNN演算法實時偵測魚體抓取對應物件
  • 架設水下攝影機取得監控魚群的活動

Multiple Fishes Tracking to observe Animal Behaviour

  • 使用Kalman Filiter追蹤演算法預測魚體物件,並記錄每ms的速度和方向
  • 透過Opencv進行魚體辨識,並劃出各個魚體的位置
學歷

中正大學, 資訊工程系所, 2018/9 - 2020/8

臺南大學, 資訊工程系, 2014/9 - 2018/6

程式技能


  • C/C++: Most of projects and course work are used in C/C++
  • Python: Experience in using deep learning tools. Include PyTorch, Keras, NumPy, pandas and so on.
  • Java: Experience in writing desktop application. Using Swing, JavaFx to create UI.
  • Used Environments: Use Windows, Linux coding and use Git to control version.
  • Embedded: Have experience using C language on freeRTOS hardware broad such like ESP8266.

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