Real-world applications of mission-critical architecture.
Moving local workstations to a centralized cloud environment to unlock global scale and unified security.
Teams struggling with disparate local hardware, inconsistent development environments, and high latency when accessing centralized data lakes.
Designed a custom cloud workstation architecture that provides every employee with a standardized, high-performance environment accessible from anywhere. By leveraging cloud-native networking and IAM, the entire organization gained the ability to harness the cloud's full compute power from simple thin clients.
Designing and building the backend infrastructure for a production AI platform that helps financial professionals annotate, verify, and review complex documents with multi-model AI orchestration.
Financial audit workflows involve high volumes of structured documents — SEC filings, financial statements, backup evidence — that require precise annotation, cross-referencing, and verification. Existing tools lacked the infrastructure to support real-time AI assistance at the document level while maintaining the reliability and auditability that high-stakes review demands.
Architected and built the core data and AI infrastructure for Statera, a multi-tenant platform purpose-built for financial document review. The system combines a hybrid Django + FastAPI ASGI backend with five specialized Celery worker queues for isolated, fault-tolerant background processing. A tri-search stack — ChromaDB for vector similarity, Tantivy for full-text SEC filing search, and Azure Cognitive Search for structured issuer lookups — powers document retrieval across modalities. All secrets are managed through Azure Key Vault, and AI task orchestration routes through a configurable executor layer with streaming response support.