Systems Architect
“Builds the infra others rely on.”
Systems Architect on joinstartup
Journey · shipped & built
2026shipped
Design and ship a global memory system: automatic insight extraction, memory compaction, similarity-based dedup, and a natural-language search Memories tool for persistent cross-session context.
2026shipped
Instrument the LLM stack with Logfire / OpenTelemetry for request tracing, token/latency metrics, and privacy-aware monitoring—so prompt and model changes ship behind measurable quality gates.
2023shipped
Designed and shipped OncoChat, a production multi-agent AI system that helps cancer patients prepare for oncology visits—built around an Orchestrator agent that routes to specialized agents (visit-prep…
2023shipped
Engineered RAG pipelines over clinical knowledge (NCCN guidelines, Cancer.Net, FDA drug data) with vector-database semantic search, generating personalized, guideline-grounded visit questions and patient summaries.
2023shipped
Built HIPAA-ready foundations: immutable audit trails logging every retrieval, LLM prompt, and output, plus human-in-the-loop review for high-stakes clinical cases.
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