Execution Ledger
Clinical archives of hardened engineering.
A rigorous catalog of production deployments across high-stakes industries. Every project is a testament to structural integrity and data sovereignty.
CLUSTER — Unified Trade Infrastructure
Synthesis
Commodity trading operations were running on disconnected tools and manual workflows that couldn't keep pace with the complexity and volume of an active trading business.
Architecture
Built Cluster — a purpose-built multi-tenant SaaS platform covering the full trade operational lifecycle with enterprise-grade security and real-time observability built in from day one.
GENESIS — Enterprise SaaS Chatbot Infrastructure
Synthesis
A product suite needed multi-tenant chatbot infrastructure capable of serving multiple enterprise clients simultaneously with complete data isolation between tenants.
Architecture
Built a multi-tenant RAG platform with isolated FAISS indexes per tenant, JavaScript widget for client-side deployment, admin and tenant dashboards, and Confluence integration for knowledge source management.
NEXSCHED — Healthcare Clinician Matching
Synthesis
A clinician matching system needed to operate under strict clinical and business constraints while remaining fully explainable to administrators and compliant with healthcare regulations.
Architecture
Architected a dual-mode engine combining embedding-based semantic similarity and deterministic rule-based scoring. Multi-tenant architecture with isolated vector indexes ensures zero data leakage across clients.
RHYTHM — Legal Tech Compliance Automation
Synthesis
Unstructured legal documents were creating compliance risk as critical dates, obligations and events went undetected across high-volume document workflows.
Architecture
Designed a hybrid AI pipeline combining rule-based parsing and LLM-driven NLP for precise extraction from unstructured legal documents. Event-driven architecture decouples ingestion, extraction, scheduling and notification layers.
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