Work
Case studies built around complexity, velocity, and production impact
Each case highlights the system challenge, architectural direction, and measurable outcomes from live workflows.
A scalable communication layer for integrating multiple external lenders into loan lifecycle workflows.
Challenge
Each partner required different protocols and auth constraints, while product demanded a consistent internal developer experience.
A distributed priority scheduler for communication workflows across asynchronous backend services.
Challenge
Synchronous communication and callback-heavy paths created latency bottlenecks and poor SLA reliability.
A search layer combining embeddings, query rewriting, and taxonomy constraints for high-signal discovery.
Challenge
Keyword-only lookup struggled with domain vocabulary and intent mismatch across internal knowledge bases.
A multi-agent workflow for automated content planning, drafting, and quality checks.
Challenge
Agent chains can fail silently when intermediate outputs are weak or malformed.