Merklebase
Software Engineer
to
Financial systems at scale
Built and scaled a digital asset portfolio platform across full-stack development, financial data systems, infrastructure, and AI features.
- Large portfolio position loads
- <1s
- Previously 30s+ timeouts
- Transaction rows migrated
- ~7.3M
- Per client database scaling
- tx/sec in load tests
- 1,000+
- Across 50 positions
- Shipped React, Node.js, PostgreSQL, AWS, WebSockets, integrations, and financial data services for a digital asset portfolio platform.
- Built lending and credit workflows across frontend screens, backend APIs, database changes, and financial data integrations.
- Optimized position and P&L history systems with rollups, faster transaction ingest, and reconciliation tooling, cutting large portfolio position loads from 30s+ timeouts to sub-second responses and improving processing from ~10 tx/sec per position to 50-100 tx/sec per position in load tests.
- Migrated ~7.3M transaction rows and moved client workloads from one shared database to per-client databases with PgCat routing, reducing shared-instance load and enabling per-client resource scaling.
- Led design and delivery of an RBAC-based permissions system, dividing implementation with another engineer across scoped access, endpoint authorization, invitations, and all-portfolio access.
- Matured platform infrastructure with Prisma migrations, Terraform-managed services, CI/CD gates, health checks, production alerts, and deployment automation.
- Developed AI portfolio features with chat tools, document retrieval/RAG, tracing, evaluations, and tested worker/API pipelines.


