CakeResume Talent Search

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Data Engineer @TSMC 台積電
2022 ~ Present
資料分析師、演算法工程師、軟體工程師、軟體專案管理
Within one month
Backend Development
NLP
Python
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立中央大學 National Central University
網路學習科技研究所
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
Within one month
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, Git, Docker, Jenkins, Line Bot , Azure Bot Service, Tableau ML & NLP Techniques: LMOps, RAG, Fine-tune LLMs, Text Generation, Multi-Document Summarization, Recommendation System, Text Classification, Named Entity Recognition, CoT Research and Work Experience Research Assistant OctPresent Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) National Taiwan University Hospital (NTUH): Focused on exploring
Python
R
Natural Language Processing (NLP)
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
資訊科學系
Avatar of Patrick Hsu.
Avatar of Patrick Hsu.
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Present
Software Engineer
Within one month
Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
Python
AI & Machine Learning
Image Processing
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學
生物產業機電工程所
Avatar of 李慕全(MuChuan Li).
Avatar of 李慕全(MuChuan Li).
Past
Service Provider @Taron Solutions Limited
2023 ~ 2023
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
Within one month
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
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
資訊工程
Avatar of 謝明翰.
Avatar of 謝明翰.
Past
後端工程師 @Canner (易開科技)
2023 ~ 2024
Senior Backend Engineer
Within one month
產品數據中台,專注於新功能開發、問題排查,並致力於優化團隊的開發流程。參與公司開源專案 accio 的 DSL parser 開發,負責開發 ChatGPT 自然語言獲取數據的 Plugin。 #Node.js #Typescript #Data Modeling #GraphQL 後端工程師 愛酷智能科技 AccuHit AI technology company 九月三月 2023 Taipei, Taiwan 主導團隊升級 PHP
Node.js / Express.js
Git-flow
Golang
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
東海大學 Tunghai University
資訊工程
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 喬康豪.
Avatar of 喬康豪.
全端工程師 @中冠資訊股份有限公司
2021 ~ Present
網站後端工程師
Within one month
換成文字 清華大學 National Tsing Hua University, 深度學習工程師 deep-learning-engineer, Oct 2017 ~ Sep 2018 實驗室要導入時間序列相關深度學習之先導研究,題目為自然語言處理,利用tensorflow搭建NLP語言模型 (1) 文本分類:利用RNN與CNN進行文本分類。 (2) Word to vector:文字向量轉化 (3) 文本摘要總結:利
Vue.js
Node.js / Express.js
k8s
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
清華大學 National Tsing Hua University
核子工程 nuclear engineering
Avatar of Yves Hsu.
Avatar of Yves Hsu.
系統應用開發課 Senior Engineer @久元電子股份有限公司 Youngtek Electronics Co.
2019 ~ Present
資深前端工程師
Within one month
. Developed a Chinese characters full-text search database with customized full-text search database and index creation based on the inverted index, resulting in higher efficiency of exact search of Chinese characters than the current database software (SQL Like). Implemented the search algorithm, indexing, and sorting functions using NLP techniques such as HMM, SVM, TF-IDF, and inverted index. Designed and implemented non-dictionary-based, word segmentation, word vector, and article categorization by SVM to improve the accuracy of search results. Optimized the search engine's performance, reducing the search time by 90% and improving the
Web Developer
SQL Server
Oracle Database
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
中原大學
資訊管理學系
Avatar of the user.
Avatar of the user.
商業分析師 @凱基商業銀行股份有限公司
2021 ~ Present
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Python
English as a Second Language (ESL)
Excel
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
數位內容
Avatar of the user.
Avatar of the user.
Past
Senior Backend Engineer @iKala 愛卡拉互動媒體股份有限公司
2023 ~ 2024
Data engineer / Backend engineer / Software engineer
Within one month
Python
GCP
Algorithms
Unemployed
Open to opportunities
Full-time / Not interested in working remotely
6-10 years
國立成功大學
資訊工程

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Problem-Solving
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Adaptability
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Within two months
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.