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Emily Ledoux
Principal Data Architect
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Emily Ledoux

Principal Data Architect
Skilled and proven Data Scientist with a track record of end-to-end solution design. Focused on Big Data, AWS, Python, Tableau, SQL, basic ML, statistics, and leadership. Experienced manager of small teams. Consulting professional with aptitude toward client-facing work. Not currently considering relocation opportunities.
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Kin + Carta
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University of Pennsylvania
Portland, OR, USA

Professional Background

  • Current status
    Employed
    Open to opportunities
  • Profession
    Consultant
    Data Scientist
    Development Manager
  • Fields
  • Work experience
    6-10 years relevant
  • 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
  • Highest level of education

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired positions
    Director Data
  • Desired work locations
  • Freelance

Work Experience

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Principal

Kin + Carta
Full-time
Jan 2022 - Present
United States
Team leader for major eCom client and primary architect for large-scale data transformations across multiple clients. Designing and building data ecosystems in the cloud.
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Principal

Jul 2016 - Jan 2022
5 yrs 7 mos
Portland, OR, USA
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. During this time I worked up across the following positions: Intern -> Data Analyst -> Data Consultant -> Data Scientist -> Principal
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Compliance Student Assistant

Mar 2014 - May 2016
2 yrs 3 mos
Sent emails on behalf of supervisor, made contracts to send to clinical sites, used Complio to monitor and change students' compliance status.
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Assistant Researcher

Oct 2013 - Feb 2015
1 yr 5 mos
Philadelphia Metropolitan Area, USA
Assisted with researching duties, used Lexisnexis to research and compile the activities of an international economic organization as qualitative and quantitative time series data.
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Crew Member

Jun 2011 - Jun 2013
2 yrs 1 mo

Education

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Bachelor’s Degree
Economics
2013 - 2016
3/4 GPA
Activities and societies
Board Game Club
Description
This degree was obtained in 3 years. Majored in Economics, also took many math classes but ended up a couple shy of a math minor.
Associate’s Degree
Mathematics and Statistics
2012 - 2013
4/4 GPA
Activities and societies
Tennis, Karate, Knife Fighting, Golfing
High School Diploma
Mathematics
2009 - 2012
3.9/4 GPA
Activities and societies
FIRST robotics club, Soccer (one year), Track and Field, Cross Country team captain
Description
I was a member of the FIRST robotics club and was drive captain in 2012. I was also the captain of Track and Field and Cross Country running. During this time I also worked at Baskin Robbins on weekends.