Services
Focused engagements that solve specific data problems — designed for speed of delivery without sacrificing long-term quality.
Data Pipeline Architecture
End-to-end design and implementation of batch and real-time data pipelines that scale with your business and won't become tomorrow's technical debt.
- Pipeline architecture design & review
- ETL/ELT implementation with dbt, Spark, or Glue
- Stream processing with Kafka & Spark Streaming
- Data quality frameworks & automated testing
Cloud Data Warehouse
Build or modernize your data warehouse on Snowflake, BigQuery, or Redshift — with performance, governance, and cost efficiency from day one.
- Warehouse selection, sizing & cost modeling
- Dimensional & OBT schema design
- Migration from legacy on-premise systems
- Semantic layer & metric store implementation
ML Data Infrastructure
Lay the data foundation your ML team needs: feature stores, training pipelines, and model serving infrastructure built for production reliability.
- Feature store design & implementation (Feast, Tecton)
- Training data pipeline engineering
- Online/offline store architecture
- Training-serving consistency audits
Analytics Engineering
Transform raw data into trusted, business-ready datasets using dbt, with full documentation, lineage, and automated testing your analysts can rely on.
- dbt project setup, refactor & best practices
- Data modeling (dimensional, one big table)
- Automated data quality & freshness testing
- BI tool integration & semantic layer
Data Strategy Advisory
Strategic guidance for data leaders: architecture reviews, technology selection, roadmap planning, and capability building for your team.
- Architecture reviews & technical audits
- Technology stack selection & evaluation
- Data platform maturity assessments
- Team workshops & knowledge transfer
Fractional Data Lead
Embedded data engineering leadership for startups and scale-ups building their first data platform — without the cost of a full-time hire.
- Engineering team leadership & mentorship
- Roadmap creation & sprint planning
- Hiring support & technical interviews
- Standards, processes & on-call runbooks
My Engagement Process
Discovery Call
A 30-minute call to understand your current state, goals, and where I can add the most value.
Scoping & Proposal
A written proposal outlining scope, approach, timeline, and investment — no surprises.
Engagement
Focused, heads-down work with weekly check-ins and transparent progress tracking.
Handover & Support
Full documentation, knowledge transfer, and a 30-day support window post-delivery.
Ready to get started?
Let's discuss your data challenges and how I can help.