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Avatar of Emily Ledoux.
Avatar of Emily Ledoux.
Principal @Cascade Data Labs
2016 ~ 2022
Director Data
En el plazo de dos meses
Emily Ledoux Delivery Principal Seasoned Delivery Principal in the Data Practice. Focused on designing robust, scalable data ecosystems in the cloud to feed insights and data visualizations. Well-rounded consultant with experience spanning sales, recruiting, and delivery. Proven Delivery & Client Lead. Portland, OR, USA https://www.linkedin.com/in/emily-ledoux/ Work Experience JanuaryPresent Principal Data Architect Kin + Carta Delivery or Client Lead for over 25 resources, including direct reports, delivery oversight, hours tracking, QBRs, onboarding management, budget ownership and related responsibilities. Cloud Architect, designing Azure and
PowerPoint
Word
Excel
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
University of Pennsylvania
Economics
Avatar of Sean Lee.
Avatar of Sean Lee.
Senior Analyst, Software Engineer @Synpulse Taiwan Ltd. | 星普思管理諮詢有限公司
2022 ~ Presente
Software Developer
En un mes
李仕航 Sean Lee About me • Capable in multiple programming languages, such as Python, Java, C#, etc. •With mature database management skills, including SQL and NoSQL DB • Experience with development tools, like Visual studio, Azure, Git, Gira •With knowledge of web development, including HTML, CSS, ASP.NET, Javascript, React.js • With AI related knowledge, including NLP, machine learning and data manipulation •Be able to pick up new skills and stay updated of emerging technologies Taipei, Taiwan Contact Email: [email protected] Mobile:LinkedIn: https://www.linkedin.com/in
JavaScript
ASP.NET MVC
HTML5
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
Queensland University of Technology(昆士蘭科技大學)
Computer Science
Avatar of the user.
Avatar of the user.
Customer Engineer @iKala 愛卡拉互動媒體股份有限公司
2022 ~ Presente
En el plazo de dos meses
nlp machine learning
+python
AI & Machine Learning
Empleado
A tiempo completo
De 4 a 6 años
國立中央大學
認知與神經科學所
Avatar of the user.
Avatar of the user.
Senior Backend Developer @KryptoGO., Ltd.
2019 ~ 2020
Senior Backend Engineer
En un plazo de tres meses
Golang
Git
Docker
Empleado
No está abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
National TSING HUA University
Institute of Communications Engineering
Avatar of 宋浩茹 Ellie Sung.
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
En un mes
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
Python
R
Natural Language Processing (NLP)
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立政治大學(National Chengchi University)
資訊科學系
Avatar of the user.
Avatar of the user.
Founder @MyDearTeacher
2014 ~ 2022
Data, backend or project management
En seis meses
Python
Machine Learning
Deep Learning
Empleado
A tiempo completo / Interesado en trabajar a distancia
6-10 años
University of Colorado Boulder
Data Science
Avatar of Hafiza Anam Masood.
Avatar of Hafiza Anam Masood.
Sessional Assistant @Victoria University of Wellington
2022 ~ 2023
Researcher, Lecturer
En seis meses
Hafiza Anam Masood I am a highly ambitious and self-driven individual skilled in Advanced Quantitative Research and Applied Methodology, currently immersed in a cutting-edge research project utilizing machine learning and NLP. Certified in Python for Financial Programming and Data Science Tools, complemented by practical insights from an Ethical Finance internship. Completed the Cambridge Islamic Finance Structuring Master, showcasing a global perspective. Proven proficiency in diverse Python projects, eager to contribute to impactful educational endeavors. https://www.linkedin.com/in/hafiza-anam-masood-ba7b09121 , Email: drhafizaanam@gmail.
Microsoft Office
Python
Quantitative Research
Estudiando
A tiempo completo / Interesado en trabajar a distancia
6-10 años
University of Management and Technology - UMT
Avatar of Ryan Chen.
Avatar of Ryan Chen.
Software Engineer @CakeResume
2022 ~ Presente
Software Engineer
En un mes
analytics tools and event tracking systems. Spearheaded the integration of Strapi (a content management system), enhancing the team's ability to quickly produce pages and distribute content . Pioneered the integration of LLM model API services. Research Assistant, Academia Sinica 11//2020 Conducted research in deep learning-based Natural Language Processing (NLP), exploring innovative approaches in machine learning. Experimented with various training methods and models, including multi-task learning and language models such as BERT. Authored a publication titled "Detecting Deceptive Language in Crime Interrogation". Investigated Memory Networks and applied them to develop
React
TypeScript
JavaScript
Reputation Credits1
Empleado
No está abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
10-15 años
National Taiwan University
Computer Science and Information Engineering
Avatar of 江易倫.
Avatar of 江易倫.
Past
Career transition @Career Break
2024 ~ 2024
NLP Engineer / Data Scientist / Machine Learning Engineer
En un mes
江易倫 Data Scientist | Python | SQL | NLP | GenAI 具備5年以上程式撰寫能力,擅長Python、SQL與Linux 擅長資料清洗、分析與分類貼標 具有自然語言處理與研究經驗 大型語言模型LLM及生成式AI訓練與使用經驗 RAG技術使用與知識庫建立經驗 過往研究專案 中華電信智能標籤案
Python
SQL
NLP
Desempleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
National Chengchi University
資訊科學系
Avatar of 李昀庭.
Avatar of 李昀庭.
AI Engineer @Playsee
2022 ~ Presente
資料分析師、資料科學家、產品經理
En un mes
李昀庭 Data scientist Taiwan 技能 Machine learning and Engineering skills: Python, Big Query, Google Storage, Linux, Docker, GCP, AWS, Scikit-learn, Tensorflow, Pytorch, MLOps, FastAPI, Machine Learning, Deep Learning, Computer Vision, NLP Experimental design, Project management, Product design English - TOEIC 725 工作經歷 AI工程師 Playsee NovPresent Taipei, Taiwan 自動化標註推薦系統 設計並實踐架構取代25個標註者並及時標記和篩選視頻審核內容。 設計並優化影片
Python
Project Management
Strategic Thinking
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
National Cheng Kung University
心理所(認知科學所)

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Definition of Reputation Credits

Technical Skills
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Problem-Solving
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Adaptability
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En seis meses
資料工程師
Logo of 中央研究院人文社會科學研究中心調查研究專題中心.
中央研究院人文社會科學研究中心調查研究專題中心
2023 ~ Presente
台灣
Professional Background
Situación actual
Progreso en la búsqueda de empleo
No está abierto a oportunidades
Professions
Python Developer, Data Engineer, Big Data Engineer
Fields of Employment
Banca
Experiencia laboral
Menos de 1 año
Management
Ninguno
Habilidades
Python
C
R
JAVA
Excel
PowerPoint
Word
Idiomas
English
Intermedio
Job search preferences
Posición
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
Tipo de trabajo
A tiempo completo
Ubicación
台灣台北, Taiwan, 新北市, 台灣桃園
A distancia
Interesado en trabajar a distancia
Freelance
Sí, soy un autónomo amateur.
Educación
Escuela
國立台北科技大學 NTUT
Mayor
資訊與財金管理
Imprimir

黃煜為

畢業於台北科技大學資訊與財金管理所,研究方向為資料探勘、機器學習與自然語言處理。之前已跟隨教授進行計畫案為主,曾參與產線異常分析、文章推薦系統之模型設計過程,曾於資策會數位轉型研究院實習,工作內容包含資料清理,NLp基本處理,斷詞 POS NER Tf-idf詞頻等文字處理,深度學習模型建模(pytorch、tensorflow-keras),python爬蟲程式修改與docker container環境假設。

學歷

經歷

2016 - 2020

輔仁大學  學士

資訊管理,哲學

2020 - 2022

國立台北科技大學 碩士 

資訊與財金管理

2022/3-2022/9

資策會 - 數位轉型研究院

資料處理實習生

論文方向


論文題目-中文Aspect類別萃取暨情感極性預測模型

以文字向量作為句子輸入透過Bi-LSTM模型與Attention機制學習Aspect詞,並依賴重要構件與多頭注意力機制方式預測針對Aspect詞的情感極性,後將其對應所預測之Aspect詞所屬之對應類別之中。

資料分析經驗

Session Base 文章推薦系統

透過Session對應以文章向量作為輸入特徵,透過Bi-LSTM模型保留Session本身序列特性,並加入Self-Attention層,關注Embedding間關係後學習推薦文章向量,並依賴Cos similarity計算相似度建構推薦排序。

Nasdaq 股市收盤預測模型

透過過去五年間Nasdaq開高低收數據,並進行資料前處理與正規化後,切割資料集並以前週資料透過gapping方式預測下週股價,為保留時間順序性,採用LSTM模型進行學習。

Simpsons角色圖像辨識模型

對圖片進行的單分類問題模型,在資料前處理上壓縮圖片並專換成向量後,透過除以256方式正規化後依賴三通道的CNN模型學習圖片特徵,並預測圖片為哪個simpsons角色,因視為單分類問題故在輸出層上以Softmax作為active function來預測角色概率。

產線異常偵測

針對產線資料進行資料清理與前處理,進行特徵間相關係數計算,避免共線性問題後,篩選特徵並用決策數C5.0方式 預測產線異常。

競賽經歷、證照


入圍「2019第24屆全國大專校院資訊應用服務創新競賽」決賽 

作品名 : DailyPet 寵物智慧照護系統 作品內容 : 以 arduino 模組製作智慧項圈,紀錄寵物體溫、步數等寵物健康指標,讓主人了解寵物健康狀況 。


經濟部-初級資訊安全工程師


技能

IT skill


  • NLP
  • Machine Learning(pytorch、Tensorflow、scikit-learn)
  • Docker

programming language


  • Python
  • R
  • JAVA
  • C

Language


  • Chinese
  • English
Resume
Perfil

黃煜為

畢業於台北科技大學資訊與財金管理所,研究方向為資料探勘、機器學習與自然語言處理。之前已跟隨教授進行計畫案為主,曾參與產線異常分析、文章推薦系統之模型設計過程,曾於資策會數位轉型研究院實習,工作內容包含資料清理,NLp基本處理,斷詞 POS NER Tf-idf詞頻等文字處理,深度學習模型建模(pytorch、tensorflow-keras),python爬蟲程式修改與docker container環境假設。

學歷

經歷

2016 - 2020

輔仁大學  學士

資訊管理,哲學

2020 - 2022

國立台北科技大學 碩士 

資訊與財金管理

2022/3-2022/9

資策會 - 數位轉型研究院

資料處理實習生

論文方向


論文題目-中文Aspect類別萃取暨情感極性預測模型

以文字向量作為句子輸入透過Bi-LSTM模型與Attention機制學習Aspect詞,並依賴重要構件與多頭注意力機制方式預測針對Aspect詞的情感極性,後將其對應所預測之Aspect詞所屬之對應類別之中。

資料分析經驗

Session Base 文章推薦系統

透過Session對應以文章向量作為輸入特徵,透過Bi-LSTM模型保留Session本身序列特性,並加入Self-Attention層,關注Embedding間關係後學習推薦文章向量,並依賴Cos similarity計算相似度建構推薦排序。

Nasdaq 股市收盤預測模型

透過過去五年間Nasdaq開高低收數據,並進行資料前處理與正規化後,切割資料集並以前週資料透過gapping方式預測下週股價,為保留時間順序性,採用LSTM模型進行學習。

Simpsons角色圖像辨識模型

對圖片進行的單分類問題模型,在資料前處理上壓縮圖片並專換成向量後,透過除以256方式正規化後依賴三通道的CNN模型學習圖片特徵,並預測圖片為哪個simpsons角色,因視為單分類問題故在輸出層上以Softmax作為active function來預測角色概率。

產線異常偵測

針對產線資料進行資料清理與前處理,進行特徵間相關係數計算,避免共線性問題後,篩選特徵並用決策數C5.0方式 預測產線異常。

競賽經歷、證照


入圍「2019第24屆全國大專校院資訊應用服務創新競賽」決賽 

作品名 : DailyPet 寵物智慧照護系統 作品內容 : 以 arduino 模組製作智慧項圈,紀錄寵物體溫、步數等寵物健康指標,讓主人了解寵物健康狀況 。


經濟部-初級資訊安全工程師


技能

IT skill


  • NLP
  • Machine Learning(pytorch、Tensorflow、scikit-learn)
  • Docker

programming language


  • Python
  • R
  • JAVA
  • C

Language


  • Chinese
  • English