Design the Data Model Your Future Depends On
Whether you're building a new product or scaling one that's already live, I help teams design clean, scalable data models from day one—or fix the mess before it breaks everything else.
🧱 No Structure, Just Guesswork
You’re building new systems—but there’s no plan for how data should flow, connect, or grow over time.
🔄 Legacy Schema Chaos
Your current model has grown without a plan—making it hard to trust, hard to scale, and easy to break.
🐌 Everything Takes Longer
Whether you're launching a new feature or fixing reports, your team is slowed down by missing logic, broken joins, and unclear relationships.
🧱I Don’t Just Clean Up. I Architect From the Start.
Whether you're working with an existing schema or starting fresh, I design future-proof data models that give your team clarity, confidence, and speed.You get a full audit or a clean-slate design, a refined ERD, documented logic, and an engineer-ready roadmap — delivered in 7–10 days.
📦 The Data Model Blueprint Includes
🔍 Audit & Architecture
Review your existing schema or start from scratch—mapping what’s needed for stability, speed, and scale.
🧱 ERD Design
A future-proof Entity Relationship Diagram tailored to your systems, business logic, and growth plan.
🧠 Logic Documentation
Clear explanations of table relationships, field logic, and ownership — so anyone on your team can build confidently.
🗺️ Implementation Roadmap
A step-by-step rollout plan your engineers can follow — complete with migration paths or initial build-out plans.
🧪 Review Call
Live walkthrough to explain the structure, rationale, and next steps — including dev Q&A.
📞 Optional Oversight Support
Want ongoing support? I can review implementation, assist with dbt layers, and help QA rollout decisions.
🎯 Who This Is For
Whether you're just starting out or cleaning up after scale — this service is built for:
🔹 Startup founders & CTOs planning new systems🔹 PMs or growth leads frustrated by reporting chaos🔹 Data engineers & analytics leads dealing with legacy schema debt
🛠️ What I Work With
I design or optimize data models across popular tools and environments, including:
🐘 Postgres / MySQL – Traditional relational databases
🧊 BigQuery / Snowflake / Redshift – Cloud data warehouses
🔥 Firebase / Firestore – Realtime NoSQL for web/mobile apps
🛠️ dbt / SQL-based stacks – Analytics engineering & transformations
📈 Segment / Mixpanel – Event-based tracking systems
🗃️ Operational databases & warehouses – Internal tools, CRMs, product analytics layers
📄 Real Deliverables Look Like
✅ A clean, scalable schema for your user + event data✅ A single source of truth for orders, billing, or lifecycle analytics✅ A model that makes dashboarding and product analytics actually work✅ A migration plan to move off your current mess without breaking things
🚀 Let’s Build the Right Model — Before You Break the Wrong One
Whether you’re just getting started or already feeling the strain, a clean data model is the foundation for everything you build on top.