Curriculum Vitae Data Engineer & Data Scientist
10+
Years Experience
24
Technologies
3
Degrees
Technical Skills
Data Engineering
Apache Spark 92%
Databricks 87%
Python 83%
SQL 95%
ETL Pipelines 92%
Data Warehousing 87%
Delta Lake 87%
Airflow 76%
Data Science
Machine Learning 73%
Statistical Analysis 82%
Data Visualization 87%
NLP 77%
Pandas 92%
Scikit-learn 87%
Vector Search 68%
Embeddings 64%
UMAP 73%
MCP 62%
Cloud & DevOps
AWS 81%
Docker 73%
CI/CD 87%
GitHub Actions 82%
Terraform 73%
Infrastructure as Code 79%
Professional Experience
Sr. Data Engineer
2022 - Present Chick-fil-A Atlanta, GA
Key Achievements
- Design and implement scalable data pipelines processing 100M+ records daily
- Optimize Spark jobs reducing processing time
- Develop ETL processes integrating data sources into unified data lake
- Build forecasting models supporting Data Science teams
- Architect data warehouse solutions using Delta Lake for ACID transactions
- Develop vector search and embeddings solutions using FAISS and Databricks embeddings for semantic search
- Implement UMAP for dimensionality reduction and visualization of high-dimensional data
- Build MCP (Model Context Protocol) servers for AI agent integration and tool orchestration
Technologies Used
Senior Health Care Analyst
2017 - 2022 Blue Cross and Blue Shield of Alabama Birmingham, AL
Key Achievements
- Led ML team developing enterprise-wide machine learning projects
- Analyzed healthcare data across networks, utilization, and care management
- Implemented data warehouses, data lakes, and data marts serving 2M+ members
- Created predictive models for member risk stratification
Technologies Used
Education
Master of Science in Data Science
2016 - 2020 Southern Methodist University
Machine Learning Specialization
Master of Business Administration (MBA)
2016 - 2018 University of Alabama at Birmingham
Business Analytics Concentration
Bachelor of Science in Business Administration
2011 - 2015 Auburn University Honors College
Information Systems Management