I design, build and deploy one high-value finance, payment, risk or AI system from end to end.
This is not a collection of disconnected automations. The engagement is built around one measurable operational problem and delivers a production system your team can operate and maintain.
Examples include:
Multi-processor payment reconciliation
Failed-payment recovery
Revenue leakage detection
Cash-flow and financial visibility systems
Payment operations
Credit and risk workflows
AI-assisted operations and decision systems
Financial reporting and exception management
Secure RAG/agent workflows
Internal AI applications
The sprint can include
Workflow and technical architecture
API and webhook integrations
PostgreSQL/Supabase data layer
Python services and business logic
AI/LLM components where justified
Authentication and access controls
Validation and exception handling
Retries and failure recovery
Human-review workflows
Dashboards and alerts
Logging and monitoring
Testing and deployment
Documentation and team handoff
The result: one bounded operational problem moves from manual, fragmented or unreliable to a deployed and measurable system.
Typical engagements range from $12k–$25k depending on integrations, data volume, security requirements and complexity.
I design, build and deploy one high-value finance, payment, risk or AI system from end to end.
This is not a collection of disconnected automations. The engagement is built around one measurable operational problem and delivers a production system your team can operate and maintain.
Examples include:
Multi-processor payment reconciliation
Failed-payment recovery
Revenue leakage detection
Cash-flow and financial visibility systems
Payment operations
Credit and risk workflows
AI-assisted operations and decision systems
Financial reporting and exception management
Secure RAG/agent workflows
Internal AI applications
The sprint can include
Workflow and technical architecture
API and webhook integrations
PostgreSQL/Supabase data layer
Python services and business logic
AI/LLM components where justified
Authentication and access controls
Validation and exception handling
Retries and failure recovery
Human-review workflows
Dashboards and alerts
Logging and monitoring
Testing and deployment
Documentation and team handoff
The result: one bounded operational problem moves from manual, fragmented or unreliable to a deployed and measurable system.
Typical engagements range from $12k–$25k depending on integrations, data volume, security requirements and complexity.