Regulated RAG rollout
Multi-tenant pipeline: chunking, ACL-aware retrieval, audit logs, and human approval for outbound answers. Live with 400+ daily active users.
KI-Talentprofil
Forward Deployed AI Engineer
Profil aktiv · vor 9 Tg.
Im Marktplatz seit 15.03.2026
I embed with customers to ship RAG and agent workflows on their data, with evals and handover playbooks so teams own the system after launch.
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Multi-tenant pipeline: chunking, ACL-aware retrieval, audit logs, and human approval for outbound answers. Live with 400+ daily active users.
Golden sets + LLM-as-judge with calibration against human labels; CI gate before prod prompt changes.
Senior Solutions Engineer (AI)
Northline Intelligence · 2022 — Present
Led EU banking RAG rollout: multi-tenant ingestion, citation-only answers, human approval queue for outbound text, and immutable audit logs. Ran weekly golden-set evals; cut off-topic responses by 62% vs baseline chat. Built field-service copilot for utility technicians: offline-first mobile, tool-calling into work orders, and guardrails for safety-critical steps. Mean time to resolution down 28% in pilot regions. Onboarded customer champions: office hours, incident triage ladder, and versioned prompt packs in Git.
Backend Engineer
Harborstack · 2018 — 2022
Backend and data engineering for regulated clients: services in Python/Go, Postgres, Kafka. Shipped first internal LLM experiment program (sandboxed inference, PII scrubbing, access reviews).
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