Garrett Edmondson
ML EngineerAI Architect @ 3Cloud | Technical Leadership
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI Architect @ 3Cloud | Technical Leadership
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
I help organizations turn ideas into production-grade AI systems on Azure. Over the past two decades I’ve partnered with Fortune-500 and mid-market clients to architect, implement, and operationalize solutions that blend traditional machine learning with cutting-edge generative AI. My toolbox spans Azure Machine Learning, OpenAI Service, AI Search, Fabric Lakehouse, SQL DB, and Azure Data Factory—giving me end-to-end coverage of data ingestion, model development, MLOps, and secure, scalable deployment.
Texas A&M University
Bachelor of Business Administration (B.B.A.), Management Information Systems, General
January 1, 2001 – January 1, 2005
3Cloud
AI Architect
July 1, 2023 – March 1, 2026
Austin, Texas Metropolitan Area · Hybrid
Microsoft
Senior Program Manager
January 1, 2016 – July 1, 2023
Austin, Texas Metropolitan Area
SolidQ
Data Warehouse and Advanced Analytics, Consultant
July 1, 2013 – January 1, 2016
Double Line Partners
Data Architect, Consultant
July 1, 2013 – October 1, 2013
Austin, Texas Area
BlueGranite
Business Intelligence Architect, Consultant
May 1, 2012 – July 1, 2013
San Antonio, Texas Area
Microsoft
Data Warehouse Subject Matter Expert, Consultant
November 1, 2011 – May 1, 2012
Greater Seattle Area
Comcast
Business Intelligence Architect, Consultant
October 1, 2011 – May 1, 2012
San Antonio, Texas Area
Tribune Company
Business Intelligence Architect, Consultant
August 1, 2011 – January 1, 2012
San Antonio, Texas Area
The Scooter Store
Sr. Data Warehouse Developer, Consultant
March 1, 2010 – August 1, 2011
San Antonio, Texas Area
Catapult Systems
Data Warehouse Developer, Consultant
September 1, 2009 – March 1, 2010
Affordable Power
Sr. Data Warehouse Engineer
January 1, 2007 – December 1, 2008
Edmondson Consulting Services
Data Warehouse and Advanced Analytics, Consultant
January 1, 2005 – January 1, 2016
College Station, Texas
WMSI
Data Warehouse Architect, Consultant
January 1, 2005 – December 1, 2006
FMC Technologies
Inventory Controller
January 1, 2003 – December 1, 2004
Houston, Texas Area
Microsoft Certified Solutions Associate - SQL Server 2012
Microsoft
June 24, 2026 – Present
Microsoft Certified Solutions Expert - SQL Server 2012
Microsoft
June 24, 2026 – Present
edX Verified Certificate for Querying with Transact-SQL
edX
June 24, 2026 – Present
edX Verified Certificate for Introduction to R for Data Science
edX
June 24, 2026 – Present
edX Verified Certificate for Data Science Essentials
edX
June 24, 2026 – Present
edX Verified Certificate for Implementing Predictive Analytics with Spark in Azure HDInsight
edX
June 24, 2026 – Present
Microsoft Certified Solutions Expert: Data Management and Analytics Charter Member
Microsoft
June 24, 2026 – Present
Microsoft Certified Azure Data Engineer Associate
Microsoft
June 24, 2026 – Present
AI-102 Azure AI Engineer Associate
Microsoft
June 24, 2026 – Present
edX Verified Certificate for Analyzing and Visualizing Data with Power BI
edX
June 24, 2026 – Present
edX Verified Certificate for Programming in R for Data Science
edX
June 24, 2026 – Present
Fabric Analytics Engineer Associate
Microsoft
June 24, 2026 – Present
edX Verified Certificate for Statistical Thinking for Data Science and Analytics
edX
June 24, 2026 – Present
edX Verified Certificate for Principles of Machine Learning
edX
June 24, 2026 – Present
edX Verified Certificate for Data Science Professional Project
edX
June 24, 2026 – Present
Microsoft Certified: Azure AI Engineer Associate
Microsoft
June 24, 2026 – Present
Microsoft Certified Technology Specialist (MCTS-448)
Microsoft
June 24, 2026 – Present
Microsoft Certified IT Professional (MCITP-452)
Microsoft
June 24, 2026 – Present
edX Verified Certificate for Data Science and Machine Learning Essentials
edX
June 24, 2026 – Present
edX Verified Certificate for Data Science Orientation
edX
June 24, 2026 – Present
Microsoft Specialist: Design and Implement Big Data Analytics Solutions Charter Member
Microsoft
June 24, 2026 – Present
Cultural Fit Analysis
The candidate has a long history of consulting roles and working at Microsoft, indicating adaptability and experience in diverse project environments. The breadth of projects across telecommunications, energy, finance, retail, and automotive sectors suggests a versatile individual. However, the target role of 'ML Engineer' is highly specialized, and while the candidate has strong ML/AI experience, a significant portion of their career has been in broader data warehousing and BI architecture. This might require a cultural shift towards a more focused, hands-on ML engineering role rather than a broader architect or program manager position.
Soft Skills & Operational Fit
The candidate's resume highlights leadership in building and mentoring teams, authoring governance playbooks, and driving significant cost savings and efficiency improvements, indicating strong operational fit and project management capabilities. The descriptions also suggest a problem-solving mindset and the ability to translate complex technical solutions into business value.