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Available for paid companies
Principal @Cascade Data Labs
・
2016 ~ 2022
Director Data
Within two months
PowerPoint
Word
Excel
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
University of Pennsylvania
・
Economics
Avatar of Kat Pasecnika.
Avatar of Kat Pasecnika.
Kat Pasecnika
Performance Analyst @Ericsson
・
2014 ~ 2016
Data Scientist
Within six months
Jekaterina (Kat) Pasecnika Experienced and passionate data analytics professional with an academic background in mathematics and actuarial science. I am looking for opportunities within Analytics in general as well as roles adjacent to those. Having had experience in variety of industries and teams I am capable of picking up and applying new concepts on the go. https://www.linkedin.com/in/katerina-kat-pasecnika-092b6952/ https://github.com/coolkate3738 Analyst/Data Scientist Riga, Latvia [email protected] Key Skills Software/Language Python
R
SQL
Machine Learning
Full-time / Interested in working remotely
6-10 years
University of Southampton
・
Actuarial Science (1st class degree)
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Avatar of Alf Tang.
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Alf Tang
資深軟體工程師 @孚創雲端
・
2015 ~ Present
Data Scientist
More than one year
Alf Tang 倫敦帝國理工學院天文物理博士。畢業後在國家太空中心工作六年，負責開發資料擷取次系統。現任職於孚創雲端，結合非監督式學習、圖論、貝氏統計開發分群工具，表現優於競爭對手一倍。對深度學習亦有涉略。 Senior Software Engineer Taipei，TW [email protected]
Data analysis
Unsupervised Learning
Bayesian statistics
Full-time / Interested in working remotely
10-15 years
Imperial College London
・
天文物理博士
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More than one year
Avatar of Alf Tang.
Alf Tang
Senior Engineer
孚創雲端
・
2015 ~ Present
Taipei, 台灣
Professional Background
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Data Scientist
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Information Services
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10-15 years
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Unsupervised Learning
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C
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Imperial College London
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天文物理博士
Print
Xum2j3hvmmguwcbnonhy

Alf Tang

倫敦帝國理工學院天文物理博士。畢業後在國家太空中心工作六年，負責開發資料擷取次系統。現任職於孚創雲端，結合非監督式學習、圖論、貝氏統計開發分群工具，表現優於競爭對手一倍。對深度學習亦有涉略。


Senior Software Engineer
Taipei，TW
[email protected]

工作經歷

孚創雲端, 資深軟體工程師, Oct 2015 ~ 現在

1. 開發自動專利分群演算法與工具：
* 全自動化：市面上類似產品大多需要人工介入
* 分群結果優於競爭對手一倍（以AMI index為指標）

2. 分析使用者行為：
* 設計與提供使用者流量、成長、轉化等指標
* 辨識潛在客戶提昇銷售成功率

3. 建置內部BI系統＆資料視覺化

北美智權, 資料科學家, Jun 2015 ~ Sep 2015

1. 自然語言處理：關鍵字抽取與詞頻
2. 建置內部 BI 系統

國家太空中心, 助理研究員, May 2009 ~ Jun 2015

1. 帶領8人團隊開發福衛五號衛星資料擷取次系統
2. 維護福衛二號資料擷取次系統
3. 指導侯鳥計畫實習生，研究獲得工程二類第二名
4. 研究迴圈量子重力論下的黑洞演化，負責數值計算(arXiv: 1212.1265)

清華大學, 研究助理, Jun 2002 ~ Sep 2003

1. 改進行星軌道計算程式，精度提高7倍
2. 太空船軌道設計
3. 為 ASTROD-1 太空任務進行資料分析，評估可行性

學歷

Imperial College London, 哲學博士（PhD）, 天文物理博士, 2004 ~ 2009

1. 為宇宙生成期間產生的重力波背景輻射建立數學模型
2. 推導訊號的機率分佈模型
3. 為 LISA 太空計劃建立資料分析架構以抽取重力波背景輻射訊號。此架構結合貝氏統計、馬可夫鏈蒙地卡羅法、模擬退火演算法、並以Gelman-Rubin法估計統計收斂

國立清華大學, 科學碩士（MS）, 物理碩士, 1998 ~ 2000

1. 開發太陽系星體軌道計算程式，精度與NASA的JPL DE405小於10^-8
2. 模擬小行星對太空船軌道擾動並估計小行星的物理量
3. 研究成果發表於華沙的COSPAR 2000 (oral)

清華大學, 理學士（BS）, 物理學士, 1994 ~ 1998

大學物理學力測驗於全台502名考生中排名總成績第4，量子物理第2

技能

Python, R, C, SQL, MongoDB, Keras, TensorFlow

Resume
Profile
Print
Xum2j3hvmmguwcbnonhy

Alf Tang

倫敦帝國理工學院天文物理博士。畢業後在國家太空中心工作六年，負責開發資料擷取次系統。現任職於孚創雲端，結合非監督式學習、圖論、貝氏統計開發分群工具，表現優於競爭對手一倍。對深度學習亦有涉略。


Senior Software Engineer
Taipei，TW
[email protected]

工作經歷

孚創雲端, 資深軟體工程師, Oct 2015 ~ 現在

1. 開發自動專利分群演算法與工具：
* 全自動化：市面上類似產品大多需要人工介入
* 分群結果優於競爭對手一倍（以AMI index為指標）

2. 分析使用者行為：
* 設計與提供使用者流量、成長、轉化等指標
* 辨識潛在客戶提昇銷售成功率

3. 建置內部BI系統＆資料視覺化

北美智權, 資料科學家, Jun 2015 ~ Sep 2015

1. 自然語言處理：關鍵字抽取與詞頻
2. 建置內部 BI 系統

國家太空中心, 助理研究員, May 2009 ~ Jun 2015

1. 帶領8人團隊開發福衛五號衛星資料擷取次系統
2. 維護福衛二號資料擷取次系統
3. 指導侯鳥計畫實習生，研究獲得工程二類第二名
4. 研究迴圈量子重力論下的黑洞演化，負責數值計算(arXiv: 1212.1265)

清華大學, 研究助理, Jun 2002 ~ Sep 2003

1. 改進行星軌道計算程式，精度提高7倍
2. 太空船軌道設計
3. 為 ASTROD-1 太空任務進行資料分析，評估可行性

學歷

Imperial College London, 哲學博士（PhD）, 天文物理博士, 2004 ~ 2009

1. 為宇宙生成期間產生的重力波背景輻射建立數學模型
2. 推導訊號的機率分佈模型
3. 為 LISA 太空計劃建立資料分析架構以抽取重力波背景輻射訊號。此架構結合貝氏統計、馬可夫鏈蒙地卡羅法、模擬退火演算法、並以Gelman-Rubin法估計統計收斂

國立清華大學, 科學碩士（MS）, 物理碩士, 1998 ~ 2000

1. 開發太陽系星體軌道計算程式，精度與NASA的JPL DE405小於10^-8
2. 模擬小行星對太空船軌道擾動並估計小行星的物理量
3. 研究成果發表於華沙的COSPAR 2000 (oral)

清華大學, 理學士（BS）, 物理學士, 1994 ~ 1998

大學物理學力測驗於全台502名考生中排名總成績第4，量子物理第2

技能

Python, R, C, SQL, MongoDB, Keras, TensorFlow