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Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
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國立台灣大學
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DICKY DWI RIFALDI I'm young and Strongly, Independent with high initiative, good communication skills, able towork independently or as a part of a team, dynamic and flexible person and able to work unser pressure Indonesia Email : dickymeka@gmail.com Contact :Profesional Experience Mechanic Avionic • PT. Batam Aero Technic JanuariPresent I work as a mechanic and inspector in the avionics and electrical shop division. and I am also a storeman in my division Admin Leader • PT. Adhya Tirta Batam JanuariJuli 2017 MAKE A SCHEDULE OF PAYMENT, MAKE A DEAL WITH CONTRACTOR FEE ENTRY PART ASSEMBLY
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State Polytechnic of Batam
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content model. I diversified content offerings and executed engaging promotional campaigns. Within the gaming sector, I contributed to OPPO's gaming ecosystem, fostering collaboration with game clients, as product manager enhancing the Game Center platform, and overseeing the incubation of online games from pre-order to release. AI and Graphics Expertise (AIGC): My profound interest in artificial intelligence, especially in graphics applications, led me to lead AIGC initiatives in SEA. Leveraging advanced AI tools like ChatGPT, Bard.ai , Midjourney, and Canva, as product owner I significantly reduced design requirements. My passion for AI extended
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installation for a D-level simulator Recovery tasks for the oil cooler & calibrator test stands Recovery of Part task trainer simulator Projects Brief Development of a prototype project of Multi-function Display (MFD) for the Mirage Rose 3 variant Microcontroller-based project due to its compact Application in a Fighter Aircraft 6-dof Motion Platform of a Simulator (C130-H) Motion Algorithm Programming Data Acquisition system using National Instruments CompactRIO (LabVIEW FPGA Module) Development Project of T-56 Engine Testbed HMI Panel PLC-based Project using SIMATIC SSignal conditioning of data received from the Aircraft Engine MFI-17 Super Mushshak
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廠內自動化機台：自動化機台。 開發廠內自動化軟體 : 量測數值數位化、品質數位化(虛擬量測)。 開發光學量測、瑕疵檢測機台： AOI、AI-AOI。 AI 導入：工時量測、設備壽命優化 (PHM) 、工廠智慧化。 中國砂輪 企業股份有限公司 工業工程師 ， JanMar.2019 產線升級所需軟硬體
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2023 ~ 2023
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邱義塵 於獨角獸多媒體設計有限公司擔任 遊戲測試工程師一職 建立公司測試團隊的測試流程和撰寫自動化測試程式 SDET、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 城市，TW birsbear@gmail.com 工作經歷 獨角獸多媒體
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tasks, demonstrating expertise in analyzing and handling datasets of hundreds of millions, to bolster model development and optimization. ◆Excelled in distributed computing, optimizing code execution across thousands of systems to significantly improve processing speed and efficiency. ◆Developed sophisticated data visualization tools to distill complex datasets into actionable insights, aiding strategic decision-making. The University of Tokyo, Foreign Researcher (OctSep◆Pioneered a neural network-based approach for cell image classification and data visualization, enhancing lab capabilities in biological research. ◆Designed a user-friendly GUI for neural network model training, democratizing access to advanced computational tools for non-programmers
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Avatar of 于正龍.
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明志科技大學
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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]