Four Pillars. One Delivery Standard.
Every engagement draws from the same four practice areas — scoped, audited, and shipped to production, not left as a demo.
Agentic Workflow Engineering & Orchestration
Multi-step autonomous LLM agents backed by deterministic finite state machines, human-in-the-loop approvals, and full transaction audit logs.
Quantitative FinTech Pipelines & Real-Time Risk Engines
Sub-millisecond data ingestion, real-time portfolio health monitoring, Greeks drift tracking, and automated risk firewalls.
Private LLMs & Enterprise RAG Systems
Built on Anthropic's Claude models, deployed VPC-isolated with tenant-scoped retrieval pipelines, SOC2/GDPR-aligned data handling, and real vector indexing — not a wrapper around a public chat endpoint.
Cloud Infrastructure Modernization & DevOps
Next.js and Postgres monorepos refactored into resilient, event-driven services; zero-downtime database migrations; deployment pipelines running on pm2 and nginx that we've watched hold up in production, not in a slide.