API-first integration
Designed backend interfaces so voice analysis can connect to enterprise applications and existing workflows.
ENTERPRISE AI · VOICE SECURITY
Turning voice interactions into structured risk intelligence for contact centers, BPOs, and financial services.
01 / THE PROBLEM
Enterprise teams need to identify risk signals in voice interactions and turn those signals into evidence their workflows can use.
02 / MY CONTRIBUTION
I built an API-first backend for asynchronous voice-stream processing, connecting real-time audio analysis with structured risk evidence.
SYSTEM FLOW · SIMPLIFIED
03 / ENGINEERING DECISIONS
Designed backend interfaces so voice analysis can connect to enterprise applications and existing workflows.
Separated voice-stream processing from request handling to support a responsive analysis pipeline.
Focused on structured risk signals that business teams can review, rather than an opaque model response.
04 / THE RESULT
An enterprise-focused voice-security platform bringing audio processing, analytical models, and API integrations into one system.