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Paul Martin

Skills/Systems & Automation

Database Architecture

Paul Martin

Business Operations Specialist

4 min

Architecting relational data structures to unify digital ecosystems and scale business operations through PostgreSQL, Supabase, and NocoDB.

Core Competency: Architecting interconnected databases and centralizing operational data flows. I utilize relational engines alongside advanced workspace schemas and dashboards in Notion, NocoDB, and Supabase.

Database Engines & Data Architecture

  • Low-Code Architecture & Operational Wikis: Notion (Advanced relational workspaces with multi-table rollup formulas and database relations), Airtable, NocoDB.
  • Relational Engines & Backend-as-a-Service (BaaS): PostgreSQL, MySQL, Supabase (relational schema design, Row-Level Security, auto-generated RESTful APIs).
  • Frontend Data Presentation: Embedded custom web widgets, dynamic UI panels, and operational KPI monitors.

Real-World Case Studies

1. Omnichannel Operations Dashboard (Wellness & Martial Arts)

  • The Challenge: A multi-disciplinary martial arts and wellness studio was losing visibility over customer lifecycle data, with bookings, attendance rosters, retail merchandise sales, and social campaign funnels trapped in disconnected silos.
  • The Solution: Engineered an integrated relational operational workspace in Notion. Built relational schemas linking client profiles, monthly memberships, physical event attendance logs, and retail transactions—producing a real-time visual executive dashboard tracking conversion rates, customer retention, and recurring monthly revenue.

2. High-Availability Booking Engine (PostgreSQL & NocoDB)

  • The Challenge: Legacy spreadsheet schedules failed to handle concurrent booking attempts, leading to scheduling double-bookings and lack of real-time inventory tracking for appointment slots.
  • The Solution: Designed a robust relational schema deployed on PostgreSQL and visualized through NocoDB. The architecture enforces ACID transactions on reservation windows, exposes live availability endpoints to client-facing schedulers, and synchronizes reservation status bidirectionally with internal operations panels.

Let's work together.

I'm looking for opportunities to bring my expertise in business operations and systems automation to your team.