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Data Scientist
4-6 years
6-10 years
10-15 years
More than 15 years
Avatar of 江易倫.
Avatar of 江易倫.
Past
Career transition @Career Break
2024 ~ 2024
NLP Engineer / Data Scientist / Machine Learning Engineer
Within one month
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
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chengchi University
資訊科學系
Avatar of 李昀庭.
Avatar of 李昀庭.
AI Engineer @Playsee
2022 ~ Present
資料分析師、資料科學家、產品經理
Within one month
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
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Cheng Kung University
心理所(認知科學所)
Avatar of 陳惠龍.
Avatar of 陳惠龍.
Data science lecturer @Ittraining
2020 ~ Present
Data Scientist 資料科學家_數據分析師
Within one month
HUEY-LONG CHEN 陳惠龍 Kaggle Competitions Expert: https://www.kaggle.com/alanchen1115 Competitions: NLP (自然語言處理): - Silver medal (solo): (Kaggle) The Learning Agency Lab - PII Data Detection: Develop automated techniques to detect and remove PII from educational data. 2024/04/24 - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a
nlp-rasa
recommender system
pytorch tensorflow
Employed
Open to opportunities
Part-time / Interested in working remotely
More than 15 years
Purdue University
School of civil engineering (Stochastic & statistical hydrology)
Avatar of Emily Ledoux.
Active
Avatar of Emily Ledoux.
Active
Principal @Kin + Carta
2022 ~ Present
Director Data
Within one month
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
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
University of Pennsylvania
Economics
Avatar of YANG MENG-HAN.
Avatar of YANG MENG-HAN.
Business Analyst @EPSON TAIWAN TECHNOLOGY & TRADE CO., LTD
2021 ~ Present
Data Analyst/Data Scientist
Within one month
every operational region. • Assessed parking lot value, consulted which one should be deprecated, where could develop new parking lot service. • Applied Airflow to ensure the stability and accuracy of data. Data Engineer • Breaktime INC. 四月十月 2019 • Crawled articles from different webs and constructed NLP model integrated text-CNN, Logistic, LightGBM, accuracy around 91%. • Analyzed content of articles to calculate content similarity, then recommended readers related articles to improve the click rate and pageview. • Interfaced with GA, dumped data to BigQuery then visualized data via Data Studio to help company partners grasping
python
machine learning
deep learning
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
台灣大學
生態學與演化生物學研究所
Avatar of Chun Yu, Ko.
Avatar of Chun Yu, Ko.
Deputy Data Team Lead @ALFRED SYSTEMS INC.
2022 ~ Present
數據分析師、資料科學家
Within two months
bringing innovation and value. I am confident that through teamwork and innovative thinking, we can collectively face challenges and drive sustained business growth and success. SKIILS A/B Testing, North Star Metric, Data Context, Metrics Design, User Journey, Data Studio, Dashboard, Visualization, SQL, Python, R, Text Mining, NLP, Funnel Analysis, Study Design, Natural Experiment, Causal Inference, Case-Control Study, Cohort Study, Potential Outcome Framework, Causal Discovery, Growth Strategy/Framework, Survey Design/Analysis, Thoughtful Execution Framework, Communication, Workshop Taipei, Taiwan ([email protected] https://github.com/
R
Python
BigQuery
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
東吳大學
資料科學
Avatar of Siao.
Avatar of Siao.
Machine Learning Engineer @現觀科技 Groundhog Technologies
2020 ~ Present
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
Within one month
魏孝全 Siao 專業設計量化問題的統計量,有數據模擬、建模、驗證的經驗。 長期研究中文的自然語言處理,近期工作是處理 Real-time bidding 相關的問題。 Taipei, Taiwan 工作經歷 Machine Learning Engineer • 現觀科技 Groundhog Technologies - Real-time bidding strategy in digital advertising. - Ad selection, Budget Controller - CTR model inference time speed up 40% - CTR model training time speed up 600% - De-anonymization, Historical
R
python
Clickhouse
Employed
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立政治大學
統計學
Avatar of the user.
Avatar of the user.
Data Scientist @Vizuro
Manager
Within one month
AI & Machine Learning
Airflow
AWS
Employed
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Quantum Computation and Information Science and Technology
Avatar of the user.
Avatar of the user.
Performance Analyst @Ericsson
2014 ~ 2016
Data Scientist
Within six months
R
SQL
Machine Learning
Full-time / Interested in working remotely
6-10 years
University of Southampton
Actuarial Science (1st class degree)
Avatar of the user.
Avatar of the user.
研發工程師 @中國醫藥大學附設醫院 - 人工智慧醫學診斷中心
2020 ~ Present
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
Within six months
AI & Machine Learning
Python
tensorflow
Employed
Full-time / Interested in working remotely
6-10 years
國立臺灣大學(博士肄業)
資訊工程學系

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Within one month
Principal Data Architect
Logo of Kin + Carta.
Kin + Carta
2022 ~ Present
Portland, OR, USA
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
Consultant, Data Scientist, Development Manager
Fields of Employment
Work experience
6-10 years
Management
Skills
PowerPoint
Word
Excel
Python
agile
Project Management
Data Architecture
adobe
Adobe Experience Cloud
Google Analytics
SQL
SQL Server
Git
R
AWS
NLP
Microsoft Office
Google Drive
Backend Development
Backend
Frontend Development
Frontend
Tableau
Power BI
Databricks
S3
Bitbucket
Github
Data Engineering
Data Analysis
Data Analytics
Dashboard Development
Dashboarding
SAS
SEO
CRM
Image Processing
API
API Testing
RESTfulAPI
REST API
Airflow
Cloud Computing
Cluster Management
Code Review
Code Reviews
Predictive Modeling
Predictive Analytics
ML
AI
ML/AI
ML/AI - Statistics Analysis
Neural Network Architecture
Neural Networks
Algorithms and Data Structures
Data Structures
Data Engineering & Data Processing
ETL
ETL Tools
ETL Development
ETL Pipeline
ETL Workflow Design
ETL Pipelines
NLP Machine Learning
Data Warehousing
Data Warehouse Architecture
Data Warehousing Migration
NoSQL
NoSQL Databases
NoSQL MongoDB SQL FLASK
python3
Flask(Python)
Azure
Azure DevOps
Azure Cloud
Azure Databricks
Azure Data factory
Docker
Performance Tuning
Performance Optimization
Performance Analysis
Performance Improvement
Database Design
Database Management System
Business Intelligence
Business Strategy
System Integration
Enterprise Architecture
Statistical Modeling
statistics software
Statistical Data Analysis
Statistics
statistical analysis
Statistika
Statistics and Probability
Statistical
Statistical Analysis
Statistical Software
Bayesian statistics
Bayesian Methods
Bayesian Statistics
Bayesian Network
Bayesian Inference
R Language
Deep Learning
Deep Learning with PyTorch
DeepLearning
Deep learning
deep learning with tensorflow
Data Mining
Scrapy
Scrapy Framework
scraping
Scraping
Feature Development
Feature Writing
Feature Selection
Feature Testing
Feature Design
Feature Extraction
Feature Engineering
Feature Prioritization
Feature Driven Development
scrum master
Scrum Methodology
Scrum Master
Scrum / Agile development / github PR code review
SCRUM
scrum
Scrum master certification
Scrum Methodologies
Agile Methodologies
Agile Development
Agile Software Development
Agile Methodology
Agile & Waterfall Methodologies
Agile Project Management
Agile Application Development
Agile
Waterfall Project Management
Waterfall Software Development
Delivery Management
Project Management Skills
Project Manager
Project Management Tools
Stakeholder Management
Scope Management
JIRA Confluence
JIRA Project Management
jira
JIRA Software
JIRA SERVICE DESK
Strategic Planning
Strategic Planning & Implementation
Strategic Planning and Implementation
Thought Leadership
Mentorship
Mentorship & Coaching
Mentorship & Leadership
Interviewing Candidates
Interview Scheduling
Interview Coordination
Interviewing Skills
Languages
English
Native or Bilingual
Spanish
Beginner
Job search preferences
Positions
Director Data
Job types
Full-time
Locations
Remote
Interested in working remotely
Freelance
Educations
School
University of Pennsylvania
Major
Economics
Print

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-96932638/

Work Experience

January 2022 - Present

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 AWS-based infrastructure patterns across ingestion, storage, processing, and reporting layers

Trusted leader across sales, recruiting, contract negotiations, delivery, and team leadership pillars

Expert on data visualization and analysis best practices and building targeted data aggregates to simplify these processes

July 2016 - January 2022

Principal

Cascade Data Labs

Designed and built end-to-end data pipelines, analysis tools, ML/AI artifacts to meet client use cases. Primarily worked in Python, SQL, Tableau, and Databricks. Obtained subject matter expertise in Tableau and Adobe Experience. Team leader / delivery lead for major eCom client. Experience in Redshift and Snowflake.

Developed and maintained data products in Python, Spark, ML/AI tools (XGboost, TensorFlow, Prophet), and various versions of SQL

Burgeoning leader on small client, growing to full client ownership and splitting time to lead and perform delivery across many teams.

Proven track record of growth mindset, resulting in growth from internship up to Principal level during this timeframe

March 2014 - May 2016

Compliance Student Assistant

University of Pennsylvania

Drafted and reviewed contracts to send to clinical sites

Used Complio to monitor and change students' compliance status, worked with students to ensure compliance status before deadlines

October 2013 - February 2015

Assistant Researcher

University of Pennsylvania

Assisted with researching duties, used Lexisnexis to research and compile the activities of an international economic organization as qualitative and quantitative time series data.

June 2011 - June 2013

Crew Member

Baskin Robbins

Crew member, served ice cream to patrons, and opened/closed

Education

2013 - 2016

University of Pennsylvania

Economics

2012 - 2013

Clackamas Community College

Mathematics and Statistics

2009 - 2012

Gladstone High School

Mathematics


Key Proficiencies

Delivery & Leadership

Cloud Ecosystems

 

Python, Spark, SQL

 

Stakeholder Mgmt

 

Big Data Systems

Oracle, Microsoft SQL

 

eCom & Retail

 

ML/AI





Full Skills List

Powerpoint, Word, Excel, Python, Agile, Project Management, Data Architecture, Adobe, Adobe Experience Cloud, Google Analytics, SQL, SQL Server, Git, R, AWS, NLP, Microsoft Office, Google Drive, Backend Development, Backend, Frontend Development, Frontend, Tableau, Power BI, Databricks, S3, Bitbucket, Github, Data Engineering, Data Analysis, Data Analytics, Dashboard Development, Dashboarding, SAS, SEO, CRM, Image Processing, API, API Testing, Restful API, Airflow, Cloud Computing, Cluster Management, Code Review, Predictive Modeling, Predictive Analytics, ML, AI, ML/AI, ML/AI - Statistics Analysis, Neural Network Architecture, Neural Networks, Algorithms and Data Structures, Data Structures, Data Engineering & Data Processing, ETL, ETL Tools, ETL Development, ETL Pipeline, ETL Workflow Design, ETL Pipelines, NLP Machine Learning, Data Warehousing, Data Warehouse Architecture, Data Warehousing Migration, NoSQL, NoSQL Databases, NoSQL MongoDB SQL Flask, Python3, Flask (Python), Azure, Azure DevOps, Azure Cloud, Azure Databricks, Azure Data Factory, Docker, Performance Tuning, Performance Optimization, Performance Analysis, Performance Improvement, Database Design, Database Management System, Business Intelligence, Business Strategy, System Integration, Enterprise Architecture, Statistical Modeling, Statistics Software, Statistical Data Analysis, Statistics, Statistical Analysis, Statistika, Statistics and Probability, Statistical Software, Bayesian Statistics, Bayesian Methods, Bayesian Network, Bayesian Inference, R Language, Deep Learning, Deep Learning with PyTorch, Deep Learning with Tensorflow, Data Mining, Scrapy, Scrapy Framework, Scraping, Feature Development, Feature Writing, Feature Selection, Feature Testing, Feature Design, Feature Extraction, Feature Engineering, Feature Prioritization, Feature Driven Development, Scrum Master, Scrum Methodology, Scrum / Agile Development / Github PR Code Review, Scrum Methodologies, Agile Methodologies, Agile Development, Agile Software Development, Agile Methodology, Agile & Waterfall Methodologies, Agile Project Management, Agile Application Development, Waterfall Project Management, Waterfall Software Development, Delivery Management, Project Management Skills, Project Manager, Project Management Tools, Stakeholder Management, Scope Management, JIRA Confluence, JIRA Project Management, JIRA Software, JIRA Service Desk, Snowflake, Redshift, Strategic Planning, Strategic Planning & Implementation, Strategic Planning and Implementation, Thought Leadership, Mentorship, Mentorship & Coaching, Mentorship & Leadership, Interviewing Candidates, Interview Scheduling, Interview Coordination, Interviewing Skills. 

Resume
Profile

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-96932638/

Work Experience

January 2022 - Present

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 AWS-based infrastructure patterns across ingestion, storage, processing, and reporting layers

Trusted leader across sales, recruiting, contract negotiations, delivery, and team leadership pillars

Expert on data visualization and analysis best practices and building targeted data aggregates to simplify these processes

July 2016 - January 2022

Principal

Cascade Data Labs

Designed and built end-to-end data pipelines, analysis tools, ML/AI artifacts to meet client use cases. Primarily worked in Python, SQL, Tableau, and Databricks. Obtained subject matter expertise in Tableau and Adobe Experience. Team leader / delivery lead for major eCom client. Experience in Redshift and Snowflake.

Developed and maintained data products in Python, Spark, ML/AI tools (XGboost, TensorFlow, Prophet), and various versions of SQL

Burgeoning leader on small client, growing to full client ownership and splitting time to lead and perform delivery across many teams.

Proven track record of growth mindset, resulting in growth from internship up to Principal level during this timeframe

March 2014 - May 2016

Compliance Student Assistant

University of Pennsylvania

Drafted and reviewed contracts to send to clinical sites

Used Complio to monitor and change students' compliance status, worked with students to ensure compliance status before deadlines

October 2013 - February 2015

Assistant Researcher

University of Pennsylvania

Assisted with researching duties, used Lexisnexis to research and compile the activities of an international economic organization as qualitative and quantitative time series data.

June 2011 - June 2013

Crew Member

Baskin Robbins

Crew member, served ice cream to patrons, and opened/closed

Education

2013 - 2016

University of Pennsylvania

Economics

2012 - 2013

Clackamas Community College

Mathematics and Statistics

2009 - 2012

Gladstone High School

Mathematics


Key Proficiencies

Delivery & Leadership

Cloud Ecosystems

 

Python, Spark, SQL

 

Stakeholder Mgmt

 

Big Data Systems

Oracle, Microsoft SQL

 

eCom & Retail

 

ML/AI





Full Skills List

Powerpoint, Word, Excel, Python, Agile, Project Management, Data Architecture, Adobe, Adobe Experience Cloud, Google Analytics, SQL, SQL Server, Git, R, AWS, NLP, Microsoft Office, Google Drive, Backend Development, Backend, Frontend Development, Frontend, Tableau, Power BI, Databricks, S3, Bitbucket, Github, Data Engineering, Data Analysis, Data Analytics, Dashboard Development, Dashboarding, SAS, SEO, CRM, Image Processing, API, API Testing, Restful API, Airflow, Cloud Computing, Cluster Management, Code Review, Predictive Modeling, Predictive Analytics, ML, AI, ML/AI, ML/AI - Statistics Analysis, Neural Network Architecture, Neural Networks, Algorithms and Data Structures, Data Structures, Data Engineering & Data Processing, ETL, ETL Tools, ETL Development, ETL Pipeline, ETL Workflow Design, ETL Pipelines, NLP Machine Learning, Data Warehousing, Data Warehouse Architecture, Data Warehousing Migration, NoSQL, NoSQL Databases, NoSQL MongoDB SQL Flask, Python3, Flask (Python), Azure, Azure DevOps, Azure Cloud, Azure Databricks, Azure Data Factory, Docker, Performance Tuning, Performance Optimization, Performance Analysis, Performance Improvement, Database Design, Database Management System, Business Intelligence, Business Strategy, System Integration, Enterprise Architecture, Statistical Modeling, Statistics Software, Statistical Data Analysis, Statistics, Statistical Analysis, Statistika, Statistics and Probability, Statistical Software, Bayesian Statistics, Bayesian Methods, Bayesian Network, Bayesian Inference, R Language, Deep Learning, Deep Learning with PyTorch, Deep Learning with Tensorflow, Data Mining, Scrapy, Scrapy Framework, Scraping, Feature Development, Feature Writing, Feature Selection, Feature Testing, Feature Design, Feature Extraction, Feature Engineering, Feature Prioritization, Feature Driven Development, Scrum Master, Scrum Methodology, Scrum / Agile Development / Github PR Code Review, Scrum Methodologies, Agile Methodologies, Agile Development, Agile Software Development, Agile Methodology, Agile & Waterfall Methodologies, Agile Project Management, Agile Application Development, Waterfall Project Management, Waterfall Software Development, Delivery Management, Project Management Skills, Project Manager, Project Management Tools, Stakeholder Management, Scope Management, JIRA Confluence, JIRA Project Management, JIRA Software, JIRA Service Desk, Snowflake, Redshift, Strategic Planning, Strategic Planning & Implementation, Strategic Planning and Implementation, Thought Leadership, Mentorship, Mentorship & Coaching, Mentorship & Leadership, Interviewing Candidates, Interview Scheduling, Interview Coordination, Interviewing Skills.