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台北科技大學資訊工程系

25Connections

台北科技大學資訊工程系

熟悉Tensorflow、JavaScript

International Game System (IGS)

National Chengchi University

Taipei, 台灣

Professional Background

現在の状況
就職中
Profession
Back-end Engineer
・
Python Developer
・
Machine Learning Engineer
Fields
Games
・
人工知能／機械学習
・
ビッグデータ
職務経験
2〜4年 (2〜4年関連の実務経験)
Management
I've had experience in managing 5-10 people
Skills
Python
HTML5
Vue.js
Google Cloud Platform (GCP)
Docker
MongoDB
Kubernetes
Computer Vision
Mask R-cnn
Flask
Golang
Node.js
Kafka
AWS
Spark
Redis
Languages
English
・
中級者
Highest level of education
Master

Job search preferences

Desired job type
フルタイム
・
リモートワークに興味あり
Desired positions
Computer Vision / Deep Learning
希望の勤務地
Taipei, Taiwan
Freelance
非フリーランス

Work Experience

Backend、MLOps

International Game System (IGS)

・

フルタイム

3月 2022 - 現在

Taipei City, Taiwan

　　先談及工作半年的小小經驗，目前的公司主要使用開發語言為Python 2.7，這半年主導公司團隊的後台工具開發，使用了Flask + Flasgger架構新的後台工具，以及推廣RESTful api的美好，並與前端團隊進行合作，協助活動運營人員能透過網頁，針對不同國家、等級、熱忠誠度等條件，投放不一樣的活動內容與設定，其中遇到了Log數據流分析上的困難，於是與開啟了MLOps的道路，學習將數據流透過 Kafka、AWS EMR、BigQuery等雲端架構，將資料聚合與運算後，導回實時且有用的資訊到遊戲伺服器上。