Raymond Spartz
I’m a strategic, hands-on Senior ML/AI Engineer with 10+ years of experience designing, building, and deploying production-grade AI systems across enterprise, real estate, fintech, and digital platforms.
About
I’m a strategic, hands-on Senior ML/AI Engineer with 10+ years of experience designing, building, and deploying production-grade AI systems across enterprise, real estate, fintech, and digital platforms. I lead architecture and delivery, specializing in end-to-end ML pipelines, NLP, LLMs, and cloud-native MLOps. I collaborate closely with stakeholders to translate complex requirements into scalable, explainable AI solutions that deliver measurable business impact.
I’m passionate about time-series intelligence, AI agents, and the intersection of AI with 3D design and visualization tools. I enjoy mentoring engineers, bridging business strategy with technical execution, and delivering scalable AI that reduces operational overhead and improves decision-making while maintaining trust and transparency in AI-driven insights.
- 11 years' experience
- Joined December 2025
Industry experience
- Media & Entertainment
- Software & Internet
- Professional Services
- Real Estate & Construction
- Financial Services
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Work experience· 9 roles
Led architecture and delivery of AI-powered systems for government and large-scale real-estate data platforms. Designed and integrated LLM-based solutions including intelligent document processing, semantic search, workflow automation, and decision-support systems. Architected scalable AI pipelines for ingestion, embeddings, retrieval, model orchestration, and inference. Delivered AI-enabled platforms focused on workflow optimization, predictive insights, and large-scale data processing. Guided engineers on best practices for AI agents, RAG architectures, embeddings, and evaluation frameworks. Acted as primary client-facing AI architect advising on feasibility, AI strategy, risk, and implementation planning. Championed adoption of emerging AI with production-ready best practices across teams.
Leading frontend engineering for government and enterprise real-estate platforms and AI-powered features; responsibilities include architecture decisions, hands-on development, and cross-functional leadership.
Lead architecture and system design for enterprise and government real-estate platforms. Built scalable full-stack systems using TypeScript (client & server), Next.js, React, Node.js, Python, and Go. Delivered 8+ production platforms from technical discovery through deployment. Designed serverless and event-driven architectures emphasizing performance, reliability, and maintainability. Defined frontend state management standards and backend API contracts for complex data-driven applications. Acted as primary client-facing technical lead, running architecture reviews and delivery planning. Led and mentored engineers, enforcing clean code and engineering standards.
Education
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