FINANCE
Automated Credit Management
Credit application workflow with bureau API hooks, rules-based decisions, and analyst review for edge cases.
Representative interface preview
The Challenge
Multi-day turnaround on standard applications
Inconsistent criteria between analysts
Manual bureau lookups and data entry
No shared rules layer for repeatable low-risk paths
Weak traceability on overrides and exceptions
The Approach
Documented analyst criteria and exception paths
Wired bureau REST integrations for report retrieval
Built configurable rules for auto-routing low-risk cases
Added ML scoring service trained on internal history where data allowed
Ran parallel processing beside legacy workflow before cutover
The Solution
Application intake and status dashboard
Bureau pull automation with stored artifacts
Rules engine for predictable approvals
Analyst workspace for manual review
Audit log on decisions and overrides
Notification templates for applicants
Technical Implementation
Implementation
Analyst training on queues and override reasons
Admin tooling for business-owned rule tweaks
Parallel run to compare outcomes before full adoption
Secure handling of sensitive applicant data
The Results
Project Showcase
A visual journey through the development process
Technologies Used
Built with modern, scalable technologies
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