Tyler Swanson
@tylerswanson
Dynamic Senior Data Engineer with a focus on AI solutions.
What I'm looking for
I am a dynamic and results-oriented Senior Data Engineer with over 10 years of experience in designing and delivering scalable, AI-based data solutions across healthcare, finance, and insurance industries. My expertise lies in developing real-time data pipelines and machine learning models that enhance operational efficiency and clinical improvements. I hold both a Master of Science and Bachelor of Science in Computer Science from the University of Texas at Austin.
Throughout my career, I have successfully managed the development of AI-driven healthcare data solutions, achieving significant gains in document processing and integration latency. I have designed and deployed complex ETL workflows and cloud-native data ingestion platforms, enabling seamless access to real-time patient data for clinicians. My work has led to improved decision-making processes and enhanced data analytics capabilities across various departments.
In addition to my technical skills in Python, Scala, and various cloud platforms, I am passionate about leveraging machine learning and AI to drive innovation. I have developed predictive models and generative AI solutions that have significantly improved market predictions and investment strategies. I thrive in collaborative environments and am committed to continuous learning and improvement in the ever-evolving field of data engineering.
Experience
Work history, roles, and key accomplishments
Senior Data Engineer (AI-Driven)
Aspirus Health
Mar 2020 - May 2025 (5 years 2 months)
Managed the development of AI-focused healthcare data solutions and ETL pipelines, achieving a 45% gain in document processing and a 20% reduction in effort. Developed and optimized real-time data integration pipelines, reducing integration latency by 60% and enabling seamless access to patient data for over 500 clinicians.
Data Scientist
Boston Consulting Group
Jun 2017 - Feb 2020 (2 years 8 months)
Designed and applied predictive models to forecast asset prices, increasing prediction accuracy by 25% and facilitating high-leverage investments. Developed portfolio optimization solutions in Python, leading to a 20% increase in portfolio performance and capital markets.
Data Engineer
Tango Analytics
Jun 2013 - Apr 2017 (3 years 10 months)
Created ETL pipelines from various internal and external sources, improving data quality and achieving a 30% reduction in processing time. Designed and improved MySQL and PostgreSQL relational databases, resulting in a 25% system performance improvement.
Education
Degrees, certifications, and relevant coursework
University of Texas at Austin
Master of Science, Computer Science
Obtained a Master of Science degree in Computer Science. Focused on advanced topics within the field, enhancing expertise in complex computing concepts.
University of Texas at Austin
Bachelor of Science, Computer Science
Completed a Bachelor of Science degree in Computer Science. Gained foundational knowledge and practical skills in various aspects of computer science.
Tech stack
Software and tools used professionally
Amazon Redshift
Azure Synapse
Apache Spark
AWS Glue
Apache Flink
Dialogflow
Microsoft Azure
Google Cloud Platform
Google Cloud Storage
GitLab
Kubernetes
Jenkins
GitLab CI
NumPy
Pandas
PySpark
MySQL
PostgreSQL
Hadoop
Gmail
Node.js
Spring Boot
Databricks
Neo4j
OpenCV
Terraform
Python
Java
CSS 3
Azure Machine Learning
TensorFlow
PyTorch
scikit-learn
Keras
Kubeflow
Kafka
RabbitMQ
FastAPI
Azure Monitor
Google Cloud Dataflow
AWS Lambda
Azure Functions
Docker
Airflow
Azure Analysis Services
Time Analytics
Google BigQuery
Amazon Web Services (AWS)
SQL
XGBoost
Hugging Face
Availability
Location
Authorized to work in
Salary expectations
Skills
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