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江長志
技術總監 L2 @和雲行動服務股份有限公司 (和泰汽車集團）
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2022 ~ Present
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Python、K8s、微服務、FastAPI、Django和專案管理, CI/CD 工作經歷 技術總監 L2 • 和雲行動服務股份有限公司 (和泰汽車集團） 六月Present | Taipei, Taiwan ★ 擔任 Python Team Lead 一職 ★ 從零開始建立Python團隊, 包含: CI/CD, Coding Style, Team Groud Rule. ★ 開發Vehicle Gateway系統，實現每分鐘處理4000次請求 ★ 為PM & Engineer & 利害
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顏士傑
Junior Project Manager @fable 寓意科技
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2024 ~ Present
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顏士傑 | Andrew 最純粹的動能是 :「享受交付任務，並透過自身貢獻創造改變的過程」 : [email protected] :Taoyuan City, Taiwan Hi 我是Andrew, 目前正擔任Android Devices QA Tester，在職涯發展的過程裡漸漸發覺自己相較於講究重複且規律的測試工作。 在工作上遇到能與各部門討論，甚至參與一
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潘揚燊
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您好，我是潘揚燊，目前任職於 聯華電子 ， 擔任 智慧製造 全端開發工程師 ， 畢業於元智大學工業工程與管理學系研究所。 熟悉 Python、C#、R 語言，能善用人工智慧、深度學習、影像處理、統計分析、數據分析與文字探勘等；也曾使用 Flexsim 3D 模擬系統，來建立各種
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Patrick Hsu
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
・
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Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
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王文祥
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Taipei, Taiwan Manufacturing Execution System (MES) System Development Product∶ https://docplayer.net/Ibm-high-tech-mes-solution-view-series.html IBM LCDView IBM SiView IBM EAP Educational Background Kun Shan University ( https://www.ksu.edu.tw/ ) Electrical Engineering •Skills Python AOI MES EAP C++ C# Linux Windows Docker Node.js Node-RED Word Database Language Chinese — Native Language English — Technical Document Listening, Speaking, Reading, Writing Summary of Personal Python Programming Experience I am a developer with extensive experience in Python programming, specializing in the development
Python
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李孟霖
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評鑑作業效率提升系統建置、居家護理機構平台建置專案(1700萬) 學歷 私立元智大學 工業工程與管理學系 碩士，2016／09～2018／10 (畢業) 私立元智大學 工業工程與管理學系 大學，2012／09～2016／06 (畢業) 技能 程式語言 Python (including Airflow) PostgreSQL 軟體/平台應用 Power Platform (Power BI、Power Automate、PowerApps) UiPath Azure
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Avatar of 宋浩茹 Ellie Sung.
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宋浩茹 Ellie Sung
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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
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宋浩茹 Hao-Ru Sung| [email protected] | LinkedIn ｜ GitHub A s a Research Assistant at Academia Sinica , specializing in Generative AI research and application. With 3 + years of experience in NLP a nd Machine Learning , along with 4+ years in Backend Development . Proficient at translating complex theories into practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow
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Avatar of 于正龍.
于正龍
Ai engineer
Logo of 明志科技大學.
明志科技大學
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Taiwan
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Ka6hym5vfbi5q3wmz4cr

于正龍

現於明志科大工作職稱為:AI工程師

擅長領域:數據分析,資料科學,機器學習,深度學習,強化學習,微積分，線性代數，統計，最佳化

台灣新竹縣
Email : [email protected]

Tel : 0986829086

Skill

python函式庫:

pandas,seaborn,matplotlib,

sklearn,xgboost,jax,tensorflow,

streamlit,numpy,keras.pytorch

其它工具:

R,C#,C++,SQLite,

AWS,github,Linux,

Azure,GCP,PowerBI,

Excel,Word,Drawio

相關證照

microsoft:
1.professional program data science 
2.DAT263x Artificial Intelligence 
coursera:
1.Reinforcement Learning

學歷

Tibame中央大學人工智慧應用工程師班, 學生 , 主修 Machine learning, 2018 ~ 2019

專題 : AI 雲端智慧選股系統(Python)

彰化師範大學, 學士學位, 工業教育(電機專長), 2012 ~ 2016

專題 : LCD電子溫度鬧鈴時鐘(8051)

忠信高中, 高中文憑, 電機, 2009 ~ 2012

班排 : top5
專題音樂盒

專題 AI 雲端智慧選股系統

專案流程

資料收集:使用pytho爬蟲爬取歷史金融數據,使用SQLite儲存資料

資料整理:使用numpy,pandas等套件整理數據,移除NA_value,填滿NA_value,或離群值處理

資料探索:繪圖套件seaborn,matplotlib,繪製scatter圖,直方圖觀察數據分布,或用.corr()方法觀察feature relation

特徵轉換:用Normalization或scaled或用Trend Deterministic Data Preparation技術做feature transforming
建立模型:嘗試使用 ANN/SVM/LSTM/RF/XGB各種模型,對trainset進行supervised learning 
模型評估:觀察其accuracy,F1-score,confusion matrix,feature importance,及真實歷史數據回測

網頁建立:使用Flask及Dash和pandas-datareader套件製作簡單的選股網頁,提供選股建議 
雲端部屬:將網頁server部屬至AWS EC2虛擬主機,並建立IAM role 來管理有效保護資料安全

工作經歷

明志科大, 人工智慧工程師, Apr 2019 ~ Jul 2022

1.Implemented algorithms combine wasserstein gan and adversarial discriminative domain adaptation Design a novel multi-objective regression algorithm to solve the problem of industrial process production volume prediction

2.using the idea of deep deterministic policy gradient and surrogate model optimazation develop an optimal engineering operations strategy to improve plant operations 

3.using bidirectional encoder representations from transformers and simhash algorithms to implement a data-driven document search system replaces the company's existing rule-based expert system

家教網, 家庭教師, Sep 2018 ~ Apr 2019

數學/理化/英文 一對一教學

豪祐科技(Eaton UPS經銷商), 客服工程師, Nov 2017 ~ Jul 2018

UPS安裝/清潔/保養/故障排除,客戶關係維持

力成科技, 設備工程師, Sep 2016 ~ Jun 2017

IC製程封裝設備之維護保養和故障排除,主管交辦事項

專案與比賽經歷

1.中華郵政大數據競賽, 

2.AI 雲端智慧選股系統(Tibame中央大學人工智慧工程師班結訓專案作品),

3.玉山人工智慧公開挑戰賽2019秋季賽 真相只有一個(信用卡盜刷偵測)(名次top5%)

4.Tomofun 狗音辨識 AI 百萬挑戰賽(名次top15%)

5.玉山人工智慧公開挑戰賽2021冬季賽 - 信用卡消費類別推薦(名次top3%)


Paragraph image 03 00@2x
microsoft professional program
data science certificate
Paragraph image 03 00@2x
Reinforcement Learning

于正龍

I have three years of work experience related to artificial intelligence
And the experience of machine learning application in the stock market

大數據分析,資料科學家,資料工程師,AI工程師
Taipei Special Municipality，TW
[email protected]

Resume
Profile
Print
Ka6hym5vfbi5q3wmz4cr

于正龍

現於明志科大工作職稱為:AI工程師

擅長領域:數據分析,資料科學,機器學習,深度學習,強化學習,微積分，線性代數，統計，最佳化

台灣新竹縣
Email : [email protected]

Tel : 0986829086

Skill

python函式庫:

pandas,seaborn,matplotlib,

sklearn,xgboost,jax,tensorflow,

streamlit,numpy,keras.pytorch

其它工具:

R,C#,C++,SQLite,

AWS,github,Linux,

Azure,GCP,PowerBI,

Excel,Word,Drawio

相關證照

microsoft:
1.professional program data science 
2.DAT263x Artificial Intelligence 
coursera:
1.Reinforcement Learning

學歷

Tibame中央大學人工智慧應用工程師班, 學生 , 主修 Machine learning, 2018 ~ 2019

專題 : AI 雲端智慧選股系統(Python)

彰化師範大學, 學士學位, 工業教育(電機專長), 2012 ~ 2016

專題 : LCD電子溫度鬧鈴時鐘(8051)

忠信高中, 高中文憑, 電機, 2009 ~ 2012

班排 : top5
專題音樂盒

專題 AI 雲端智慧選股系統

專案流程

資料收集:使用pytho爬蟲爬取歷史金融數據,使用SQLite儲存資料

資料整理:使用numpy,pandas等套件整理數據,移除NA_value,填滿NA_value,或離群值處理

資料探索:繪圖套件seaborn,matplotlib,繪製scatter圖,直方圖觀察數據分布,或用.corr()方法觀察feature relation

特徵轉換:用Normalization或scaled或用Trend Deterministic Data Preparation技術做feature transforming
建立模型:嘗試使用 ANN/SVM/LSTM/RF/XGB各種模型,對trainset進行supervised learning 
模型評估:觀察其accuracy,F1-score,confusion matrix,feature importance,及真實歷史數據回測

網頁建立:使用Flask及Dash和pandas-datareader套件製作簡單的選股網頁,提供選股建議 
雲端部屬:將網頁server部屬至AWS EC2虛擬主機,並建立IAM role 來管理有效保護資料安全

工作經歷

明志科大, 人工智慧工程師, Apr 2019 ~ Jul 2022

1.Implemented algorithms combine wasserstein gan and adversarial discriminative domain adaptation Design a novel multi-objective regression algorithm to solve the problem of industrial process production volume prediction

2.using the idea of deep deterministic policy gradient and surrogate model optimazation develop an optimal engineering operations strategy to improve plant operations 

3.using bidirectional encoder representations from transformers and simhash algorithms to implement a data-driven document search system replaces the company's existing rule-based expert system

家教網, 家庭教師, Sep 2018 ~ Apr 2019

數學/理化/英文 一對一教學

豪祐科技(Eaton UPS經銷商), 客服工程師, Nov 2017 ~ Jul 2018

UPS安裝/清潔/保養/故障排除,客戶關係維持

力成科技, 設備工程師, Sep 2016 ~ Jun 2017

IC製程封裝設備之維護保養和故障排除,主管交辦事項

專案與比賽經歷

1.中華郵政大數據競賽, 

2.AI 雲端智慧選股系統(Tibame中央大學人工智慧工程師班結訓專案作品),

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microsoft professional program
data science certificate
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Reinforcement Learning

于正龍

I have three years of work experience related to artificial intelligence
And the experience of machine learning application in the stock market

大數據分析,資料科學家,資料工程師,AI工程師
Taipei Special Municipality，TW
[email protected]