Consulting
Over the years I've delivered scalable data platforms, ML operations frameworks, and AI-driven solutions. My focus is on helping modernize data engineering systems and the practical deployment of AI/ML in production.
Want to work with me? Reach out on LinkedIn
Employment
Senior Consultant, Data + ML Engineering (current)
Data + AI consulting firm
Joined
Pre-seed
Now
Series A
Data Engineer, ML Focus
Data + AI consulting firm
Joined
Pre-Series B
Now
Acquired by IBM
Client Work
Work
MLOps
Data Engineering
DevOps
Vertical
Media
Tools
Kubernetes
AWS
Snowflake
SQL Server
- Kubernetes cluster setup on AWS (EKS)
- Supported data engineering and MLOps on Snowflake
- Developed and deployed solution to migrated 1 Petabyte of data and 14,000 tables
Work
MLOps
Data Engineering
Vertical
Healthcare
Tools
Kubernetes
Vaultspeed
Snowflake
- Built out a data warehouse and data science operations to support enterprise analytics
- Implemented Data Vault modeling patterns to support long-term data storage requirements
Work
MLOps
Vertical
PharmaTech
Tools
Snowflake
- Matured Snowflake MLOps practices in collaboration with the client’s data science team
Work
Data Engineering
Data Architecture
Vertical
Automotive
Tools
SQL Server
Snowflake
Coalesce
- Modernized data systems by migrating from SQL Server to Snowflake
- Architected and implemented migration workflow
Work
App Development
Data Engineering
Vertical
Media
Tools
Snowflake
Adverity
SQL
- Developed a custom SQL rules engine to migrate SQL transformations from Adverity (ETL tool) to native Snowflake
- Built a low-code Snowflake native app for the client to use with the tool
Work
MLOps
Vertical
Fintech
Tools
AWS SageMaker
Snowflake
- Architected ML platform migration from AWS SageMaker to Snowflake
Work
AI
Data Engineering
Vertical
Insurance
Tools
DBOS
Snowflake
SQL Server
- Developed an AI-based migration workflow with guardrails using DBOS pipelines
Work
MLOps
Vertical
Distribution
Tools
AWS SageMaker
Snowflake
- Developed MLOps frameworks for deploying and maintaining ML models in production
- Created a scalable, template-driven ML platform on SageMaker and Snowflake
Work
Data Engineering
Vertical
Design Tools
Tools
dbt
Snowflake
- Supported building ETL pipelines for new initiatives
Work
Data Engineering
Vertical
Holdings
Tools
SQL Server
Snowflake
- Supported migrating from SQL Server to Snowflake