Four ways to bring me in: fixed-scope architecture audits, high-concurrency engineering sprints, autonomous AI agent pipelines, and fractional principal backend engineering.
01 / FIXED SCOPE
System Architecture & Bottleneck Audit
1–2 WEEKS
A rigorous diagnostic investigation into why your platform is slowing down, locking database tables, or failing during traffic spikes. I profile slow queries, trace distributed request bottlenecks, and deliver an actionable engineering blueprint.
What you get:
Ranked report of slow queries & locking hazards
Redis cache invalidation & queue topology plan
Security & multi-tenant isolation review
60-minute technical walkthrough with your engineering team
Bring me in to re-engineer one critical system bottleneck that is stopping growth: high-volume payment processing, asynchronous webhook ingestion, complex search indexing, or database sharding. Built for 10x throughput and sub-80ms response times.
Moving beyond basic prompt wrappers. I design deterministic multi-agent architectures, function tool-calling routines, vector search embeddings, and fallback loops that operate reliably in enterprise production.
What you get:
Custom autonomous agent workflows with strict schema outputs
Principal engineering guidance without the executive overhead. I embed with your founders or senior team: reviewing architectural RFCs, running code governance, preventing costly technical debt, and mentoring developers.
