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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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Problem-Solving
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Adaptability
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Más de un año
Data Analyst
Logo of 酷堤康科技股份有限公司.
酷堤康科技股份有限公司
2022 ~ Presente
New Taipei City, Taiwan
Professional Background
Situación actual
Empleado
Progreso en la búsqueda de empleo
No está abierto a oportunidades
Professions
Data Scientist, Information Analyst, Data Analyst
Fields of Employment
Inteligencia Artificial / Aprendizaje Automático, Big Data (datos masivos), EdTech
Experiencia laboral
2-4 años experiencia laboral (1-2 años relevante)
Management
I've had experience in managing 1-5 people
Habilidades
R
Python
SQL
SAS
Power BI
Data Analysis
Data Mining
Statistical Analysis
Statistical Modeling
Big Data Analytics
Adaptability
Analytical Thinking
Attention To Detail
Resourcefulness
Learning Skills
Machine Learning
Idiomas
Indonesian
Nativo o bilingüe
English
Nativo o bilingüe
Chinese
Fluido
Job search preferences
Posición
Data Analyst 數據分析師 / Data Scientist 資料科學家
Tipo de trabajo
A tiempo completo
Ubicación
Taiwan, Indonesia
A distancia
Interesado en trabajar a distancia
Freelance
Sí, soy un autónomo amateur.
Educación
Escuela
國立臺北大學 National Taipei University
Mayor
Statistics
Imprimir

                 

Felicia Wongso 王佩霞

Data Analyst

Statistics student @ N'tl Taipei Univ.

  Taipei, Taiwan

A proactive problem-solver with 1+ years of data analytics experience

I am highly passionate about data and its applications. In the past, I have collaborated with international teams within the EdTech and R&D fields. With expertise in statistics, I have assisted in translating data into valuable insights and building prediction models with up to 75% accuracy. Moreover, I am an avid learner and have self-learned Python, SQL, and Power BI in the past year alone. My goal is to put my knowledge to good use and impact the world.

   [email protected]  •   (+886) 938-988-325         中文版

Skills

Tools


  • R
  • Python
  • SAS
  • MySQL
  • Power BI
  • HTML, CSS

Hard Skills


  • Data Analysis
  • Data Cleansing
  • EDA, Data Visualization
  • Data Mining
  • Machine Learning
  • Web Scraping

Language


  • English — Bilingual proficiency (TOEIC: 955)
  • Indonesian — Native
  • Chinese — Advanced (7+ years)

Work Experience


Product Management Intern  •  QTCOMM Inc. 酷堤康科技股份有限公司

July 2022 - Present

• Develop functions of a travel app, calculate price models, and assist in designing its UI.
• Conduct market research and competitor analysis, explore potential paint points and provide innovative solutions.
• Perform application-wide software testing and optimize the user experience.

Research Assistant  •  Institute for Information Industry 財團法人資訊工業策進會

January 2022 - June 2022

  • Research graduate flow trends of domestic and international students through journals, papers, and government longitudinal studies.
  • Analyze, process, and visualize research datasets containing 7,500 variables and 12,000 observations using SAS and Power BI.
  • Generate analytical reports on PowerPoint to present research findings.

Data Science Trainee  •  Institute for Information Industry 財團法人資訊工業策進會

July 2021 - December 2021

  • Developed an AI mock-interview web platform to analyze and predict interview performance while leading an international team of 4.
  • Analyzed and performed feature engineering on video, audio, and text data using digital signal processing, Fourier transformation, and NLP.
  • Built and trained prediction models using machine learning (scikit-learn) with a 75% accuracy and established the platform's web framework using Python (flask).
  • Milestones:
    • Winner of "Excellence Award" at the 2021 DIGI+ x TCA Global Talent Award
    • Presented a research paper on the mock-interview platform at IEEE International Conference on Information and Education Technology (ICIET 2022)

Data Science Intern  •  Sensay Ltd.

June 2021 - September 2021

Sensay is a speech-based startup aiming to boost students' confidence in speaking English. 

  • Researched local and international English assessments, and developed an automated English speaking assessment product.
  • Collaborated with an international team in a fast-paced startup environment to develop product models with a 72% accuracy using web crawling and NLP techniques in Python.
  • Performed statistical analysis and diagnostics using R to maintain the reliability and validity of existing products, and identified key metrics for product development.

Education


National Taipei University 國立臺北大學 

Major in Statistics | 2018 - 2022

  • GPA: 3.9/4
  • Certifications:
    • Non-Degree Bachelor Program in Big Data and Data Mining
    • Non-Degree Bachelor Program in Statistical Computing
    • Non-Degree Bachelor Micro-Program in Artificial Intelligence
    • Micro Certificate Program for Advanced English for General Purposes (A-EGP)
  • OrganizationsPublic Information Director at Overseas Chinese and Foreign Student Association 

Other Experiences


International Conference

  • Presented and published at IEEE International Conference on Information and Education Technology (ICIET 2022).
  • Paper title: An AI Mock-Interview Platform for Interview Performance Analysis

Competition

  • Winner of "Excellence Award" at 2021 DIGI+ x TCA Global Talent Award
  • Project title: Training and Development of Learning Platform Data Model

Student Association

Served as the Public Information Committee at NTPU Overseas Chinese and Foreign Student Association.

YouthRocks Career Planning Bootcamp

Attended a two-day workshop revolving around career building and the startup industry.

Certifications


 

Complete Python Developer in 2022: Zero to Mastery

Zero to Mastery Academy

2021.12 | 🔗Certificate link

Microsoft Certified: Azure AI Fundamentals

Microsoft

2021.12 | 🔗Certificate link

SAS Certified Specialist: Base Programming Using SAS 9.4

SAS

2021.11 | 🔗Certificate link

Big Data Analytics: Business Applications and Strategic Decisions

National Taiwan University

2021.11 | 🔗Certificate link

Recommendations


Caren Chen   

Founder @ Sensay 

Felicia was our data science intern in 2021 and still helps Sensay out occasionally because we simply adore her. I could not recommend a young talent more! Her advanced statistical analysis and extensive research helped us tremendously in our product development. If anyone is hiring in the areas of data science/research analysis, you’ll definitely want to speak with Felicia! 

Projects


Tools: Python, R

Mood Classification of Popular Music

This project is currently in progress.
Our goal is to categorize songs using "mood" rather than "genre" to make it more intuitive and easier for listeners to identify the song they want to listen to.

  • Web crawling using various APIs to collect song data.
  • Build a predictive model to detect moods in songs through audio and lyric data, and use technologies such as NLP and machine learning.

AI Mock Interview Platform

This platform helps job seekers understand their interview performance and enhance their interview skills.

  • First, the platform collects and analyzes the user's facial expressions, body, voice, and semantic features using digital signal processing and NLP. 
  • Next, we use machine learning models to evaluate the user's interview performance. 
  • Last, the platform produces a quantitative report immediately after the user completes the mock interview.

Tools: Python, HTML, CSS, JavaScript

 

Resume
Perfil

                 

Felicia Wongso 王佩霞

Data Analyst

Statistics student @ N'tl Taipei Univ.

  Taipei, Taiwan

A proactive problem-solver with 1+ years of data analytics experience

I am highly passionate about data and its applications. In the past, I have collaborated with international teams within the EdTech and R&D fields. With expertise in statistics, I have assisted in translating data into valuable insights and building prediction models with up to 75% accuracy. Moreover, I am an avid learner and have self-learned Python, SQL, and Power BI in the past year alone. My goal is to put my knowledge to good use and impact the world.

   [email protected]  •   (+886) 938-988-325         中文版

Skills

Tools


  • R
  • Python
  • SAS
  • MySQL
  • Power BI
  • HTML, CSS

Hard Skills


  • Data Analysis
  • Data Cleansing
  • EDA, Data Visualization
  • Data Mining
  • Machine Learning
  • Web Scraping

Language


  • English — Bilingual proficiency (TOEIC: 955)
  • Indonesian — Native
  • Chinese — Advanced (7+ years)

Work Experience


Product Management Intern  •  QTCOMM Inc. 酷堤康科技股份有限公司

July 2022 - Present

• Develop functions of a travel app, calculate price models, and assist in designing its UI.
• Conduct market research and competitor analysis, explore potential paint points and provide innovative solutions.
• Perform application-wide software testing and optimize the user experience.

Research Assistant  •  Institute for Information Industry 財團法人資訊工業策進會

January 2022 - June 2022

  • Research graduate flow trends of domestic and international students through journals, papers, and government longitudinal studies.
  • Analyze, process, and visualize research datasets containing 7,500 variables and 12,000 observations using SAS and Power BI.
  • Generate analytical reports on PowerPoint to present research findings.

Data Science Trainee  •  Institute for Information Industry 財團法人資訊工業策進會

July 2021 - December 2021

  • Developed an AI mock-interview web platform to analyze and predict interview performance while leading an international team of 4.
  • Analyzed and performed feature engineering on video, audio, and text data using digital signal processing, Fourier transformation, and NLP.
  • Built and trained prediction models using machine learning (scikit-learn) with a 75% accuracy and established the platform's web framework using Python (flask).
  • Milestones:
    • Winner of "Excellence Award" at the 2021 DIGI+ x TCA Global Talent Award
    • Presented a research paper on the mock-interview platform at IEEE International Conference on Information and Education Technology (ICIET 2022)

Data Science Intern  •  Sensay Ltd.

June 2021 - September 2021

Sensay is a speech-based startup aiming to boost students' confidence in speaking English. 

  • Researched local and international English assessments, and developed an automated English speaking assessment product.
  • Collaborated with an international team in a fast-paced startup environment to develop product models with a 72% accuracy using web crawling and NLP techniques in Python.
  • Performed statistical analysis and diagnostics using R to maintain the reliability and validity of existing products, and identified key metrics for product development.

Education


National Taipei University 國立臺北大學 

Major in Statistics | 2018 - 2022

  • GPA: 3.9/4
  • Certifications:
    • Non-Degree Bachelor Program in Big Data and Data Mining
    • Non-Degree Bachelor Program in Statistical Computing
    • Non-Degree Bachelor Micro-Program in Artificial Intelligence
    • Micro Certificate Program for Advanced English for General Purposes (A-EGP)
  • OrganizationsPublic Information Director at Overseas Chinese and Foreign Student Association 

Other Experiences


International Conference

  • Presented and published at IEEE International Conference on Information and Education Technology (ICIET 2022).
  • Paper title: An AI Mock-Interview Platform for Interview Performance Analysis

Competition

  • Winner of "Excellence Award" at 2021 DIGI+ x TCA Global Talent Award
  • Project title: Training and Development of Learning Platform Data Model

Student Association

Served as the Public Information Committee at NTPU Overseas Chinese and Foreign Student Association.

YouthRocks Career Planning Bootcamp

Attended a two-day workshop revolving around career building and the startup industry.

Certifications


 

Complete Python Developer in 2022: Zero to Mastery

Zero to Mastery Academy

2021.12 | 🔗Certificate link

Microsoft Certified: Azure AI Fundamentals

Microsoft

2021.12 | 🔗Certificate link

SAS Certified Specialist: Base Programming Using SAS 9.4

SAS

2021.11 | 🔗Certificate link

Big Data Analytics: Business Applications and Strategic Decisions

National Taiwan University

2021.11 | 🔗Certificate link

Recommendations


Caren Chen   

Founder @ Sensay 

Felicia was our data science intern in 2021 and still helps Sensay out occasionally because we simply adore her. I could not recommend a young talent more! Her advanced statistical analysis and extensive research helped us tremendously in our product development. If anyone is hiring in the areas of data science/research analysis, you’ll definitely want to speak with Felicia! 

Projects


Tools: Python, R

Mood Classification of Popular Music

This project is currently in progress.
Our goal is to categorize songs using "mood" rather than "genre" to make it more intuitive and easier for listeners to identify the song they want to listen to.

  • Web crawling using various APIs to collect song data.
  • Build a predictive model to detect moods in songs through audio and lyric data, and use technologies such as NLP and machine learning.

AI Mock Interview Platform

This platform helps job seekers understand their interview performance and enhance their interview skills.

  • First, the platform collects and analyzes the user's facial expressions, body, voice, and semantic features using digital signal processing and NLP. 
  • Next, we use machine learning models to evaluate the user's interview performance. 
  • Last, the platform produces a quantitative report immediately after the user completes the mock interview.

Tools: Python, HTML, CSS, JavaScript