Logan Baillie
Summary
LOGAN BAILLIE DATA SCIENTIST PROFESSIONAL SUMMARY Experienced Data Scientist with 7+ years of experience in various industries including healthcare, accounting, aerospace, manufacturing, software, higher education, and government. Proven track record of increasing revenue by $1.5M annually and successfully taking a product from inception to $1M in ARR. Skilled in leadership, analytical thinking, and problem-solving. Excels in both technical and non-technical roles, with a strong interest in data science and utilizing data to drive decision-making within a business context. Effective communicator and team player, able to work collaboratively in cross-functional teams.
Overview
6
6
years of professional experience
Work History
Data Product Manager & Analytics Engineer
Karbon HQ
04.2022 - Current
- Launched the product from $0 in ARR to $1M within 1 year
- Developed the product strategy and roadmap
- Managed the team in building data pipelines, BI dashboards, and machine learning models
- Developed the initial product using Power BI, Snowflake, and DBT
- Developed and deployed a multi-classification machine learning model
- Managed sprint planning and delivery
Senior Consultant
Barrington Consulting
09.2017 - 04.2022
- During my time with Barrington, I completed over 20+ projects and saved my clients $3M+ in hard and soft savings
- Some of these projects include:
ETL Developer/Data Engineer
- HAP Panorama Data Mart Project, NS Department of Health and Wellness
- Acted as the ETL Developer for several workstreams onboarding different data sources, ensuring consistency for HAP development conventions and providing guidance for other developers
- Created the data model and ETL processes to onboard inventory data from the Panorama
- And CANImmunize Clinic Flow data source to meet COVID-19 reporting requirements
- Designed ETL processes required to support the COVID-19 Decision Support Tool
- Worked with DHW Analytics and additional consultants to support and enhance the COVID-19 Decision Support Tool based on feedback from end users
- Designed reports for several business areas to support their COVID-19 reporting needs.
Project Lead/Data Analyst
Eden Valley Poultry
- Production Scheduling & Giveaway, Analyzed and compared flock distributions for various producers and farmers using MatplotLib and Pyplot
- Led a team to develop various regression models to predict incoming flock weights and their distribution using SciKit-Learn
- Improved overall prediction accuracy by 20% and provided savings of ~$600K
- Worked with EVP staff to implement the model into the current production process.
Business Analyst/Project Manager
- Lean Six Sigma Program Support, Internal Services Department, Province of Nova Scotia Managed, coached, and assisted various Green Belts in training throughout their project’s lifecycle
- Designed and documented an internal SharePoint site optimized for project tracking.
Business Analyst
Dalhousie University
- Faculty of Dentistry Information Technology Study, Documented the faculty’s applications and governance by facilitating workshops with all stakeholders
- Assisted in the development of an IT strategic roadmap.
Consultant
IMP Aerospace
- Work Required (AWR) Forecasting and Scheduling
- Gathered and documented requirements for AWR dashboarding and the scheduling tool including key metrics, data cleanliness, etc
- Conducted data analysis in the development of a forecasting technique for AWR that incorporated historical aircraft maintenance records
- Developed a genetic algorithm to level resources for multiple aircraft and implemented this tool through an Excel interface.
Education
Masters of Science - Analytics
Georgia Institute of Technology
Bachelor of Industrial Engineering -
Dalhousie University
Halifax, NSSkills
- Python
- SQL
- R
- DBT
- Snowflake
- SQL Server
- Power BI & Tableau
- Data Modeling
- Statistical Analysis
- Requirements Gathering and Development
- Machine Learning
- Data Warehousing
- Data Pipelines & Ingestion
- Scripting Languages
- Data Governance
- Agile Methodologies
Timeline
Data Product Manager & Analytics Engineer
Karbon HQ
04.2022 - Current
Senior Consultant
Barrington Consulting
09.2017 - 04.2022
ETL Developer/Data Engineer
Project Lead/Data Analyst
Eden Valley Poultry
Business Analyst/Project Manager
Business Analyst
Dalhousie University
Consultant
IMP Aerospace
Masters of Science - Analytics
Georgia Institute of Technology
Bachelor of Industrial Engineering -
Dalhousie University
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