Bryan Welch
Staff Data Engineer @Shamrock Trading Corporation
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WORK HISTORY
Staff Data Engineer @Shamrock Trading Corporation
Tech: Python, SQL, Spark, Airflow, dbt, Kafka, Databricks, AWS (S3, Redshift, Lambda, EC2), Salesforce, Docker, Github, Terraform, CI/CD, Jira, MLOps, TensorFlow, PyTorch, BERT, Feature engineering, NLP
EDUCATION
Iowa State University
Bachelor of Science (BS), Computer Engineering
University of Colorado Boulder
Master of Science (MS), Computer Science
SKILLS
ABOUT BRYAN WELCH
Strategic data engineering leader delivering scalable platforms that reduce operational costs by $1M+ annually and improve analytics accuracy by 30%. I transform complex data challenges into strategic opportunities, advising stakeholders and driving operational improvements that translate into measurable business value. Expert in AI technologies like NLP, MLOps, and feature engineering, I solve critical issues in revenue, efficiency, and customer experience.With over 12 years of SQL expertise and 8+ years architecting data pipelines using Python, Spark, Kafka, dbt, and cloud platforms (AWS, Azure, Snowflake), I specialize in healthcare and Fintech, enhancing operational efficiency and patient outcomes. I lead cross-functional teams, advise executives on data strategy, and mentor engineers.My thought leadership shines through four patents in data architectures and speaking engagements at analytics conferences. I am committed to fostering a culture of trust and results, ensuring lasting value. Outside of work, I am passionate about theater photography.
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