James Stadick Email & Phone Number

Redmond, Washington, US

Downers Grove, IL, US

3Cloud is a top Microsoft services partner focused 100% on the Azure platform. We help clients build, migrate, modernize and manage their applications, infrastructure, data and analytics in the cloud. Founded by Microsoft executives, 3Cloud combines a team of highly experienced cloud architects and technologists with a strong network of Microsoft sales and.

Diamond Bar, California, US

• Designed pipelines and data architectures and implemented in Synapse, Databricks, and ML Studio. Also served as primary technical support of IIoT initiative from the edge to the cloud whether in the Data Lake or a.
• Coded with ParallelRunStep in ML Studio’s Python SDK to run thousands of model scenarios in parallel to give results in hours that would take weeks if performed in series on one machine; the business team gathered.
• Developed a pipeline in Data Factory that extracted 60GB of data per day from FTP and sunk it into the data lake then used PySpark to perform metadata analysis and repartition the data back into the data lake as parquet
• Developed a pipeline in Data Factory to ETL from SQL Server and sink into Synapse data warehouse then designed advanced T-SQL queries creating a view for a PowerBI dashboard; the view used case statements, window.
• Developed an Azure Databricks pipeline that sourced from REST API, FTP, and Oracle, and sunk transformed data into the data lake for data scientists’ consumption in ML Studio as part of a larger MLOPs framework
• Supported aforementioned MLOps project with data updates and error debugging within Azure DevOps, Azure Databricks, Data Factory, and ML Studio

Diamond Bar, California, US

• Delivered interactive Excel dashboards and descriptive analytics up to VP-level managementNotable accomplishments:
• Performed data manipulation and analysis leveraging Python pandas
• Designed an interactive, dynamic python Bokeh visualization
• Revamped massive company-wide Excel spreadsheets used by each plant to store data and track manufacturing metrics
• Improved periodic reports by leveraging Excel macros and advanced formulas
• Developed interactive reports in Excel tailored for specific complex plants

Diamond Bar, California, US

• Rotated through departments at the plant such as plant engineering, warehouse, and productionNotable accomplishments:
• Supported a plant by performing plant engineering duties for three weeks
• Designed an interactive KPI dashboard in Excel for a VP manager

San Antonio, TX, US

• Successfully defended master’s thesis titled “Exponentially Weighted Moving Average Charts For The Quantification Of Dimensional Measurement Variability Using 3D Laser Scanners”o Utilized R to create control charts for.
• Designed components for an experimental motorized fixture in SolidWorks and assembled the fixture for research at the Air Force Research Lab (AFRL)o Performed a designed factorial experiment for the quantification of.

San Antonio, TX, US

• Created a work instruction for usage of Minitab from the basics up to factorial experiments
• Analyzed manufacturing inspection data in Minitab to track trends, variability, and process capability
• Designed product fixtures in SolidWorks by creating 3D part models and drawings
• Wrote test plans, performed R&D experiments, and wrote test reports for mechanical tests
• Designed and outsourced an improved heat treat basket for a new manufacturing process

Served as the middle and high school science mathematics teacher for a private school with a majority of first and second generation immigrant studentsResponsible for the education of 7th, 8th, 9th, and 11th graders in Pre-Algebra, Algebra I, Physical Science, and PhysicsUtilized managerial and interpersonal skills across four different curricula by.

Houston, Texas, US

Designed an optimized assembly layout in AutoCAD to accommodate a new product and new assembly machines while incorporating lean concepts and satisfying quality, health, safety, and environment regulations Communicated the project results through a professional presentation to upper management

Bachelor'S Degree, Mechanical Engineering

Master’S Degree, Advanced Manufacturing And Enterprise Engineering