Kyle Stanley

Background

About Kyle Stanley

Data driven solutions enthusiast who does all the following. Most influential resources are included after each section. Business Acumen: The ability to discuss real world problem with decision makers and SMEs. Forming problems into business frameworks, setting expectations, communicating status, and documenting key information- The Goal (Eliyahu Goldratt)- Death by Meeting (Patrick Lencioni)- Blue Ocean Strategy (W. Chan Kim, Rene Mauborgne)- Understanding Complexity (Scott Page)- Talk to Me (Dean Nelson)- The Art of Debate (Jarrod Atchinson)- Warren Buffett’s Ground Rules (Jeremy Miller)- Masters Degree (GaTech)- Working Experience (LM, BNSF) Data Engineering: Can structure data from unstructured and semi-structured data sources, comfortable with Regex. Worked with images and videos using higher order tensors. Uses OOP to create reusable data structures and processing methods. Uses ACID methods when developing data pipelines. Skilled with SQL and relational databases. Experience with NoSQL environments and Cloud in non-production environment- Data and Reality (William Kent)- Data Engineering Nanodegree (Udacity)- Working Experience (LM, BNSF) Data Analysis: Can analyze data and connect to business flow. Can do simple aggregation analysis and use popular business tools such as Tableau and Alteryx. Can do more advanced analysis through machine learning, statistical testing and visualization leveraging specialized tools such as R, MATLAB, and Python- Undergraduate Degree (TAMU)- Masters Degree (GaTech)- Working Experience (LM, BNSF)- Data Engineering Nanodegree (Udacity)- DS & A Nanodegree (Udacity) Software Development/Operational Competency: Able to create OOP and functional programming models in development. Uses version control software such as Git/GitHub with production code. Uses proper environment control and package management with Anaconda. Familiar with Linux and Windows environments and some intermediate level troubleshooting. Uses some Dev/Ops methods to perform CI/CD at small scale (<5 devs)- Clean Code (Robert Martin)- Data Engineering Nanodegree (Udacity)- DS & A Nanodegree (Udacity)- Undergraduate Degree (TAMU)- Masters Degree (GaTech)- Working Experience (LM, BNSF)