Banking Automation & Robot Control Platform
A distributed system for automating complex banking operations, integrating edge-based orchestration with high-fidelity Playwright bots.
I designed this platform to orchestrate large-scale banking automation bots, specifically for high-stakes credit and financial data workflows. The system manages hundreds of concurrent executions while ensuring strict security and data integrity.
Architecture & Engineering
The solution consists of two primary layers coordinated through a secure orchestration infrastructure:
- Control Gateway: Built on Cloudflare Workers to manage task queues, execution states, and resource isolation.
- Automation Engine: Implemented in Kotlin with Playwright, focusing on the precision and speed of robotic interactions with external banking systems.
Technical Contributions
- Robot Strategy Pattern: Designed and implemented a functional factory pattern in Kotlin to manage diverse automation strategies (robots), ensuring long-term scalability and code maintainability.
- Credential Lifecycle Management: Developed a secure resource management system with granular locking logic to prevent concurrency issues during massive parallel job executions.
- Resilience & Error Handling: Engineered robust interceptors and resolvers to manage the non-deterministic nature of external web interfaces, maintaining system integrity across all execution states.
Impact & Results
I transformed manual, slow checking workflows into 100% autonomous automation pipelines. The architecture ensured absolute integrity for processed financial data, eliminating operational bottlenecks and allowing the credit team to focus on strategic decisions rather than tedious, repetitive tasks.
Interface & Operation
Below are sanitized screenshots of the platform, showcasing the control cockpit and robot management:
Note: Proprietary project focused on financial compliance and operational optimization. Content sanitized for confidentiality.
