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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
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.
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
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.