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Senior Data Scientist - Principal Associate @Capital One
2022 ~ 2024
Data Scientist, Data Analyst, Machine Learning Engineer
Dalam satu bulan
Word
Excel
PowerPoint
Dalam dinas militer
Siap untuk wawancara
United States・Taiwan・South Korea
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
University of Maryland - Robert H. Smith School of Business
business analytics
Avatar of 林士傑.
Avatar of 林士傑.
Past
數據分析師 @台灣客服科技股份有限公司
2018 ~ 2024
AI工程師、機器學習工程師、數據分析師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Dalam satu bulan
與 BTC 價格預測平台,導入 Airflow、MLflow、Prometheus 等工具實現訓練自動化與監控可視化。熟悉 PyTorch 與語意建模,能結合 DL 模型與 Prompt Engineering 有效解決 NLP 任務。 📂 GitHub: github.com/SamJim0729 內湖區, 台北市, 台灣 資料科學專案 Data Science Projects 個人實作專案 AugNow BTC 月趨勢預測 MLOps 系統建置 : 資料準備 : 運
python
sql
tableau
Tidak bekerja
Siap untuk wawancara
Taiwan
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
輔仁大學 Fu Jen Catholic University
統計學
Avatar of 李慕全(MuChuan Li).
Avatar of 李慕全(MuChuan Li).
軟體工程師 @TSMC 台積電
2024 ~ Sekarang
AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
Dalam satu bulan
抓取金融新聞,將繁體文章標題與內文透過語言轉換工具(opencc)轉為簡體,最終使用情感分析工具(snownlp)進行股市漲跌分析。 技術:NLP、Beautifulsoup、 opencc 、 snownlp 、 Matplotlib 台灣景氣指標預測模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型,以各式台灣景氣指標當作輸入,輸出未
Machine Learning
Computer Vision
Pytorch/Tensorflow
Sudah bekerja
Siap untuk wawancara
Taiwan
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
國立臺北科技大學
資訊工程
Avatar of 林芊 Lin Chien.
Avatar of 林芊 Lin Chien.
AI Engineer @財團法人人工智慧科技基金會
2021 ~ Sekarang
AI Engineer
Dalam satu bulan
加速 AI 技術的應用落地。課程設計涵蓋理論、實作與專題,內容包括 Python 基礎 、 資料分析 、 機器學習 、 深度學習(CNN、RNN) 、 自然語言處理(NLP) 、 物件偵測 等,並結合實務專案強化學員技能。培訓對象遍及面板業、材料業、電信業等製造業領域,實現跨行業知識轉移。 此
LangChain
LangGraph
RAG
Sudah bekerja
Siap untuk wawancara
Taiwan
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
國立中央大學天文研究所
天文學
Avatar of 陳漢堂.
Avatar of 陳漢堂.
Past
資料科學家 @精藤股份有限公司
2022 ~ 2024
Dalam satu bulan
工作經歷 資料科學家 • 精藤股份有限公司 六月二月、電商爬蟲 自動化定期爬取與報表監控(電商商品價格監控、趨勢分析) 2、自然語言處理 收集熱門話題、長尾詞;提取關鍵字,交叉組合擴充訓練資料 3、機器學習 模型打標以訓練商品分類模型,優化
Python
Scikit-Learn
Tableau
Tidak bekerja
Siap untuk wawancara
Taiwan
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
台北市職能發展學院
商業企劃與虛擬實境應用
Avatar of the user.
Avatar of the user.
Past
Senior Data engineer @Constant Contact
2022 ~ 2024
Data Scientist
Dalam satu bulan
Reinforcement Learning
Linear Regression
Machine Learning
Tidak bekerja
Siap untuk wawancara
Taiwan
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
Illinois Institute of Technology
Computational Decision Science and Operations Research
Avatar of 姚璇亨.
Avatar of 姚璇亨.
商業分析師 @凱基商業銀行股份有限公司
2021 ~ Sekarang
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Dalam dua bulan
姚璇亨 Henry Yao 會寫程式的商業資料分析師,往 LLM / ML / 資料工程師方向精進中 技能:資料爬蟲 / 自動化作業 / 機器學習建模 Email: [email protected] |LINE: heinz.yao | Mobile:工作經歷 凱基商業銀行股份有限公司:商業分析師 (DecNow) 參與「鷹眼識詐」專案,建立自動化排程,以
Python
English as a Second Language (ESL)
Excel
Sudah bekerja
Terbuka untuk peluang
Taiwan
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
國立政治大學(National Chengchi University)
數位內容
Avatar of 陳惠龍.
Avatar of 陳惠龍.
Data Scientist @AnBogenTherapeutics
2025 ~ Sekarang
Data Scientist 資料科學家_數據分析師
Dalam satu bulan
HUEY-LONG CHEN 陳惠龍 Kaggle Competitions Expert: https://www.kaggle.com/alanchen1115 Competitions: Survival analysis (生存分析): - Silver medal (solo): (Kaggle) CIBMTR - Equity in post-HCT Survival Predictions Improve prediction of transplant survival rates equitably for allogeneic HCT patients. 2025/03/05 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
pytorch tensorflow
machine learning
Data Science
Sudah bekerja
Terbuka untuk peluang
Taiwan
Full-time / Tertarik bekerja jarak jauh
Lebih dari 15 tahun
Purdue University
School of civil engineering (Stochastic & statistical hydrology)
Avatar of Gary Tsai蔡明諺.
Avatar of Gary Tsai蔡明諺.
System Engineer @Advantest
2021 ~ Sekarang
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
Dalam satu bulan
參與各種專業講座、研討會,深入研究了最新的人工智慧技術和趨勢,擴展了我的專業知識,特別是在機器學習、深度學習和自然語言處理等領域。從中獲得的見解對我未來的工作和研究產生了積極影響 🏆 畢業生代表 2019 北科服務表現 績優獎 熱
Python
Docker
Tensorflow/Keras
Sudah bekerja
Terbuka untuk peluang
Taiwan
Full-time / Tidak tertarik bekerja jarak jauh
4-6 tahun
國立陽明交通大學
電腦科學
Avatar of the user.
Avatar of the user.
Growth @SEASALT.AI
2024 ~ Sekarang
COO or Head of Operations or Head of Sales/Business Development
Dalam satu bulan
Python
AI & Machine Learning
GTM Strategy
Sudah bekerja
Terbuka untuk peluang
United States・Taiwan
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
University of Washington
Computational Linguistics

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Principal Data Architect
Logo of Kin + Carta.
Kin + Carta
2022 ~ Sekarang
Portland, OR, USA
United States
Latar Belakang Profesional
Status sekarang
Sudah bekerja
Tahap pencarian kerja
Profesi
Konsultan, Data Scientist, Development Manager
Bidang Pekerjaan
Pengalaman Kerja
6-10 tahun
Management
Keterampilan
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
Bahasa
English
Bahasa ibu atau Bilingual
Spanish
Pemula
Preferensi Pencarian Pekerjaan
Jabatan
Director Data
Tipe Pekerjaan
Full-time
Lokasi
Bekerja jarak jauh
Tertarik bekerja jarak jauh
Freelance
Pendidikan
Institusi Pendidikan
University of Pennsylvania
Jurusan
Economics
Cetak

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. 

CV
Profil

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.