1
Understand your system
We look at your current architecture, constraints, and where things are slowing down.
Consulting
Fix your data systems without adding more complexity
I work with data teams and founders to simplify architecture, optimize pipelines, and build systems that actually support business decisions.
Who I work with
Who I work with
This is for
- Data teams dealing with growing complexity
- Companies using more tools than they can realistically maintain
- Teams where pipelines are slowing delivery instead of enabling it
- Founders who feel like their data setup is harder than it should be
Where this helps most
When the team has already outgrown the current setup, but a full rebuild would create more risk than value.
When you need clearer decisions about what to keep, what to simplify, and what to stop building.
When the goal is execution: fewer bottlenecks, less maintenance, and a system the current team can actually run.
Problems
Common situations I help with
Your stack feels overengineered for your current stage
Pipelines are fragile and require constant attention
Changes take too long to implement
Internal tools exist but are rarely used
Data work is disconnected from business decisions
You’re unsure what to fix vs what to keep
How I work
How I work
I keep the process simple and focused.
2
Identify the real bottleneck
Most systems have one or two issues causing most of the friction.
3
Optimize the system
We simplify architecture, reduce unnecessary complexity, and improve how data flows.
4
Deliver something usable
You get a clear, maintainable solution your team can actually work with.
Outcome
What you get
A clearer, more efficient architecture
Pipelines that are easier to maintain and faster to change
Reduced complexity across your stack
Systems aligned with actual business needs
Practical improvements, not theoretical designs
Different
What makes this different
Most consulting engagements add more layers, more tools, and more complexity.
I focus on optimizing what you already have and making it work better.
The goal is not to build the most advanced system. The goal is to build the system that works for your team.
Expectations
What to expect
No long-term contracts
No unnecessary rebuilds
Focused, high-impact work
Solutions designed for your current team and stage
If your data stack feels more complex than it should be, let’s fix it
Start with a quick conversation. No pressure, just clarity.