Andreu Fletcher Lead Data Scientist at The Home Depot

Lead Data Scientist

The Home Depot

Dec 2020 - Current (5 years 11 months)

Sr. Data Scientist

The Home Depot

Sep 2019 - Dec 2020 (1 year 4 months)

As a Sr. Data Scientist, I spearheaded data science initiatives aimed at optimizing supply chain processes, leveraging my expertise in machine learning and statistical analysis to develop and deploy predictive analytics models that significantly enhanced operational decision-making and performance. My role involved extensive data visualization to communicate insights effectively to stakeholders, as well as software engineering practices to ensure robust model integration. Additionally, I conducted thorough code reviews to maintain high-quality standards in our data-driven solutions, ensuring that our machine learning models and AI applications were not only effective but also reliable and scalable for enterprise use.

Data Scientist

The Home Depot

Oct 2017 - Sep 2019 (2 years)

Sr. Data Analyst - BI and Data Architecture

The Home Depot

Oct 2015 - Oct 2017 (2 years 1 month)

• Worked cross-functionally throughout the Supply Chain to develop a application for Inventory Planning & Replenishment Analysts to manage new SKU creation, and improve the assortment change lifecycle

• Led the development of The New SKU projects minimum viable product which improved the ability to better manage Assortment changes, processes, decision making, forecasts, and turns

• Led discussions about The New SKU projects vision, roadmap, and weekly project updates

• Designed logic to identify new SKUs and send automated email notifications to Inventory Planning & Replenishment Analysts using Teradata and SQL Server

• Developed and deployed a Task Management application and reporting suite i

Data Analyst - BI and Data Architecture

The Home Depot

Mar 2015 - Oct 2015 (8 months)

• Designed, developed, and maintained reports and dashboards using Tableau, Excel and MS Access to help visualize data for Supply Chain Analysis

• Monitored the Tableau Server’s Data Sources and Dashboards for data exceptions and discrepancies

• Developed and maintained Tableau Data Extracts for use in the development of Tableau dashboards

• Use of Parameters, Sets, Calculated Fields, Actions and URL Parameter filtering for dynamic analysis of data sources in Tableau

• Automated report creation and distribution using and developing in Excel, MS Access, VBA, VB.NET, Python, and Tableau

• Proposed, cr

Data Warehouse Analyst

UniSelect Inc

Jun 2014 - Mar 2015 (10 months)

• Use MicroStrategy to design and develop business reports and dashboards for sales and inventory analysis

• Produce recurring business reports and automate report distribution using features within both MicroStrategy and Microsoft Office to automate manual processes and improve productivity

• Respond to ad hoc requests for business report development from end users including business leaders, vendor supplies and internal customers

• Train internal customers and vendor suppliers on MicroStrategy reporting features, building and applying custom metrics, routine modifications, enhancements, testing and troubleshooting

• Primary point of contact for coordinating routine technical Data Warehouse supp

Co-Founder

Knotty Pretzels

Jan 2011 - Dec 2012 (2 years)

Andreu Fletcher

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Andreu Fletcher

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