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夏軒安
engineer
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夏軒安

engineer
Graduated from National Chiao Tung University Department of Computer Science. Due to great interest in AI, I had accomplished several machine machine learning tasks during my undergraduated days such as image recognition in order to recognize patient with progressing mild cognitive impairment (pMCI), visual question answering tasks using attention based model, and my graduation project is about emotion recognition based on EEG signal and CNN model. Not only did I complete machine learning tasks at school but I had various internship experiences related to data science. I used to be a summer intern at Academia Sinica and tackled about name entity recognition problem. After graduation, I was elected as a bootcamp member of Cinnamon AI and develop a Chinese spelling correction application named as ZLG based on BERT. Currently I am working on a project based on web scrapping and visualizing blog data by Dash of an idol group.
Logo of the organization.
台灣積體電路製造股份有限公司(TSMC)
國立交通大學
台灣台北市

Professional Background

  • Current status
    Employed
  • Profession
    Database
    Python Developer
  • Fields
    Software
  • Work experience
    2-4 years (2-4 years relevant)
  • Management
  • Skills
    Pytorch
    Python
    Kubernetes
    Golang
    Cassandra
    Nodejs
  • Languages
    Japanese
    Intermediate
    English
    Fluent
  • Highest level of education
    Bachelor

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired positions
    AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
  • Desired work locations
    Taipei City, Taiwan
  • Freelance
    Non-freelancer

Work Experience

Logo of the organization.

工程師

Aug 2022 - Present
- 使用MERN Stack建立縮寫查詢系統 - 協助維運及自動化管理Cassandra - 使用Grafana、Prometheus、Alert Manager建立monitor以及alert的規則並使用golang產生健康報表 - Fine tune golang application避免kubernetes cpu throttling 提升20倍左右的performance

爬蟲工程師

Nov 2021 - Jul 2022
9 mos
進行爬蟲收集資料寫入mysql database協助維運 協助他人建立kubernetes cluster並安裝mongo、mysql、EFK、grafana、prometheus等。並透過gitlab建立CI/CD pipeline

研究助理

Mar 2021 - Jul 2021
5 mos
-投稿CLIPCAM論文 -利用圖片中的動作與內文判別假新聞

Bootcamp 學員

Jul 2020 - Aug 2020
2 mos
-利用Bert、GPT2、NER、以及ngram模型嘗試解決錯字修正以及文法冗詞贅字問題 -使用line的message API作為使用者介面 -用nginx在AWS上建立http server

工讀生

Apr 2020 - Jul 2020
4 mos
-幫忙測試AP, Station, Sniffer的晶片功能是否正常 -收集睡眠呼吸中止的資料以及一些簡單的處裡

暑期實習生

Jul 2018 - Aug 2018
2 mos
-使用Bi-LSTM來解決名詞屬性辨識(Name Entity Recognition)的問題 -使用Focal Loss以及Weighting等方式嘗試解決樣本數不平均的問題

Education

Bachelor of Engineering (BEng)
資訊工程
2017 - 2020