4+ years engineering production-grade platforms on Bubble.io — multi-module architectures, automation-heavy backends, and systems handling real users at scale. Shipped across Canada, France, and Germany.
I'm a product-focused Bubble developer who builds the kind of systems most people assume require a full engineering team. Multi-module SaaS platforms, complex backend automation, data architectures that don't collapse at 5,000+ records.
My background in testing gave me an edge most developers don't have — I think in edge cases, failure states, and data integrity before writing a single workflow. I've shipped production systems across Canada, France, and Germany for clients who needed reliability, not prototypes.
I design databases first, UI second. I avoid full-list searches. I build backends that do the heavy lifting so the frontend stays fast. That's the difference between a Bubble app and a Bubble-built product.
Production systems, not tutorials
Queries tuned for large datasets
Canada · France · Germany
Every system starts with the data model. I map relationships, access patterns, and query paths before touching a single page.
Complex logic lives in backend workflows, not on the page. Commission calculations, approval chains, lifecycle transitions — all server-side.
Full-list searches kill Bubble performance at scale. I use constrained queries, filtered searches, and pagination patterns that hold up at 5,000+ records.
Every "Do a Search" is deliberate. I audit query counts, eliminate redundant searches, and structure data to minimize operations per page load.
Systems built in modular blocks — reusable elements, shared state patterns, and component libraries that make multi-module apps maintainable.
Testing background means I stress-test workflows before deployment. Null states, race conditions, permission gaps — I find them before users do.
Recursive workflows, scheduled triggers, bulk operations, conditional branching. Backend-first logic that eliminates manual processes.
Relational data modeling, efficient query design, pagination strategies, and data structures that perform under load.
Search audit, query reduction, conditional loading, and page-level tuning. Making Bubble apps handle 5,000+ records without lag.
Platforms with interconnected modules — dashboards, admin panels, user systems, billing, analytics — sharing one data layer.
Stripe, PayPal, OpenAI, Unlayer, Postmark, sportsbook APIs. Auth, webhooks, error states, and data mapping end-to-end.
Purpose-built admin dashboards, audit logging, RBAC, approval workflows, and operational tools for full system visibility.
Architected and shipped two large-scale production platforms. Multi-module systems with complex backend automation, real-time data integrations, performance-optimized queries for 5K+ records, and admin tooling used daily by operators.
Built marketplace platforms (Pola, Germany), EdTech systems (LetsLevelUp), and client SaaS products. Implemented Stripe & PayPal payments, email automation, page/funnel builders, and matching algorithms.
Built first production apps including the cricket streaming system with 0.3s recursive API polling. Established core competencies in backend workflow design and real-time data handling.
Foundation in systematic thinking, edge-case identification, and reliability engineering. This mindset informs every system I build — stress-tested workflows, validated data integrity, failure-state handling by default.