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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.

國立交通大學

engineer

夏軒安

台灣積體電路製造股份有限公司(TSMC)

工程師

- 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

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

雲磐科技股份有限公司

爬蟲工程師

-投稿CLIPCAM論文
-利用圖片中的動作與內文判別假新聞

中央研究院

研究助理

-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

Cinnamon AI

Bootcamp 學員

-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

工研院資通所

工讀生

-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

夏軒安’s posts