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許哲偉
Software Engineer
我畢業於文化資工，興趣是打籃球。喜歡解決問題，能以積極樂觀的心面對事情。
資策會專案學習: 學習過Web Dev, python和Machine Learning。1. 實作過5人小組的Django網站，涉及前端到後端服務，運用AWS EC2架站。2. 6人共同完成AI 咖啡廳自動化的專案。
自學: Coursera等開放式平台上Deep Learning，以及Kaggle和Github等網站上大量學習Open Source的知識。
目前做完以下3個Project開發: 實作過種族分類器(Race Classifier)、人臉偵測、識別(Face Detection, Recognition)、與多物件偵測(Multiple Object Detection - YOLOv4)。
奕瑞科技有限公司
文化大學
Taipei City, Taiwan
Professional Background
- Current statusEmployed・Not open to opportunities
- ProfessionSoftware Engineer・Machine Learning Engineer
- FieldsArtificial Intelligence / Machine Learning・Cyber Security・Information Services
- Work experienceLess than 1 year (Less than 1 year relevant)
- ManagementNone
- Skills
- LanguagesChinese・Native or BilingualEnglish・Intermediate
- Highest level of educationBachelor
Job search preferences
- Desired job typeFull-time・Interested in working remotely
- Desired positionssoftware engineer, data engineer, machine learning engineer
- Desired work locationsTaipei City, Taiwan・New Taipei City, Taiwan・Hsinchu City, Taiwan 300・Taoyuan City, Taiwan
- FreelancePart-time freelancer
Work Experience
軟體工程師
1. 與Frontend Engineer合作開發奕瑞科技的訓練資料網站，負責Backend，以Object Detection需要的Data為主，使用Yolo系列算法所需的Data labeling XML(PascalVOC) format，再將所需要的資料訊息轉成 json 儲存在MongoDB database。用Nosql應對日後百萬以上的資料查詢。編寫資料搜尋引擎，上傳下載工具，運用Docker container 做成Image。
2. 與System Technical Supervisor, AI Engineer負責Camera Integrity Check System(AI 影像辨識妥善率監控系統)的維護案子，負責運維系統問題，了解網路架構, 視訊串流(RTSP 協定)等。以及運維智慧工地案子，了解Face Recognition device 規格書, MQTT通訊協定，實作過Subscriber and Publisher測試工具。
3. 協助處理影片資料收集，使用切frame程式, frame_to_time程式，等等工具。
協助處理IP Speaker api 串接。
4. 協助交接與練習過泰國超商人流, 物品偵測與追蹤專案，Detection使用Darknet Yolov4 Model做訓練, Tracking使用FastMot 算法判斷。