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蘇彥儒
Deep Learning Engineer
因熱愛攝影而投入影像研究，對各種事物充滿好奇心，勇於面對多種挑戰，期盼利用影像處理讓世界更美好。
Asus 華碩電腦股份有限公司
國立中山大學
台灣高雄
Professional Background
- Current statusEmployed・Not open to opportunities
- ProfessionResearch / R&D・Data Scientist・Machine Learning Engineer
- FieldsArtificial Intelligence / Machine Learning・SaaS / Cloud Services・E-Commerce
- Work experience2-4 years (4-6 years relevant)
- ManagementI've had experience in managing 1-5 people
- Skills
- LanguagesEnglish・Fluent
- Highest level of educationMaster
Job search preferences
- Desired job typeFull-time・Interested in working remotely
- Desired positionsAI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 locationsTaiwan・Taipei, Taiwan・Kaohsiung City, Taiwan
- FreelanceNon-freelancer
Work Experience
Deep Learning Engineer
Deep Learning Engineer
Taipei City, Taiwan
1. 開發時尚服飾配件影像偵測辨識系統，物件偵測模型 mAP 54.1%，時尚標籤分類準確度達 99 %
2. 資料 ETL (Airflow) 與資料視覺化 (Redash)，解決跨部門資料溝通問題
3. 維護並優化推薦系統，提升穩定度並減少 43 % 回應時間
機器學習工程師
1. AI人工生殖技術相關研究與開發
2. 1篇國際期刊發表、2篇會議發表、參與開發4個 AI 專案
3. 導入MLOps，系統化紀錄實驗參數與結果，加速實驗迭代。
4. 修改模型架構，模型推論速度加快3.6倍。
