AI/ML Engineer with 4+ years of experience designing and shipping production-grade AI/ML systems including RAG pipelines and automation across B2B sales, finance, and real estate. Experienced in building reliable multi-agent LLM orchestration, document intelligence workflows (OCR + chunking + evaluation + observability), and deep API integrations from architecture through monitoring, QA, and handoff.
Comfortable delivering full-stack AI products end-to-end: scoping requirements, wiring third-party APIs (CRM, billing, social, treasury), building evaluation/observability layers, and documenting systems for non-technical stakeholders. Strong focus on production patterns such as fallback logic, approval gates, and cost-aware caching, with experience working directly with founders and remote teams on contract deliverables.
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