Systems for deposits, commerce, and AI
From architecture to operations — compliant, observable, and built for scale.
99.95%
Uptime
97%
On-time delivery
12+
Countries served
Delivery & engineering baselines
3–4
Projects/year
System-scale projects per year with staged go‑live.
40%
Code reuse
Reusable modules for auth, reconciliation, payments, queues.
97%
On-time
Milestone‑based delivery with transparent burn‑down.
K8s
Ops baseline
Kubernetes + CI/CD + observability (SLO/logs/traces).
Core capabilities
Fintech systems
- KYC/AML compliance
- Exception management
- Ledger & reconciliation with auditability
Commerce & membership
- Subscriptions & inventory
- Cross‑border checkout with tax & duties
- Membership growth loops
AI & knowledge
- RAG knowledge & assistants
- Operations automation
- Built‑in safety & observability
Selected work
DataGuard — EU data compliance
Compliance - Graph DB to analyze enterprise risk across entities
- Upgraded platform and unified tech stack for faster iteration
- Improved data lineage; reduced compliance risk ~30%
Cult Wines — asset provenance
Commerce - Blockchain provenance for rare wine asset transparency
- Executed $142k single Burgundy GC transaction
- AUM reached £290m
Rasin — deposits & savings system
Fintech - Flink + Pulsar real-time exception management
- 55万+ daily requests; 30+ countries; 400+ institutions
- Availability 99.9%
W1tty — debit cards & accounts
Fintech - Debit cards (physical/virtual) and multi-currency accounts
- AI-driven insights and automations for operations
01
Discovery
Goals, constraints, success metrics.
02
Architecture
Domain, integrations, environments.
03
Build
Iterative delivery with QA.
04
Launch
Hardening, readiness, playbooks.
05
Operate
SLOs, monitoring, and iteration.
06
Scale
Performance budgets, multi-region.