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Systems Architect | AI Systems Architecture | LLM Engineering, Agents, Planning & Search
Systems Architect with 25+ years of experience designing and engineering mission-critical systems across financial services, credit intelligence, and regulated industries. Throughout my career, I have built large-scale decision systems, distributed data platforms, and real-time architectures supporting credit, risk, fraud, and financial intelligence workloads. My work increasingly focuses on AI Systems Architecture, including LLM-based systems, agentic workflows, model adaptation, supervised fine-tuning (SFT), and the integration of probabilistic AI components with deterministic decision infrastructures such as rules engines, scorecards, pipelines, and event-driven architectures. I am especially interested in hybrid AI architectures that combine probabilistic reasoning with deterministic guarantees, emphasizing reliability, auditability, and system-level correctness inspired by formal methods. My goal is not simply to build models, but to engineer trustworthy AI-driven decision systems capable of operating at production scale in high-stakes environments.
Universidade Anhembi Morumbi (UAM)
Bachelor's degree, Computer Science
January 1, 2000 – June 1, 2005
Eligere.tech
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July 1, 2025 – Present
Remote
Bankuish
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FICO
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Vezta
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Cultural Fit Analysis
The candidate has a long and consistent career path focused on system architecture and engineering, particularly in regulated industries. Their experience aligns well with roles requiring robust, scalable, and reliable backend systems. The diversity of projects across financial services, enterprise search, and pharmaceutical industries demonstrates adaptability. However, the lack of explicit project details or open-source contributions makes it harder to assess collaborative style or innovation outside of direct employment. The target role of 'Backend Engineer' might be a slight mismatch given their extensive 'Systems Architect' experience, potentially indicating overqualification or a desire for a more hands-on coding role, which isn't explicitly detailed in their resume.
Soft Skills & Operational Fit
The candidate's extensive experience as a Systems Architect and Principal Systems Architect suggests strong leadership, problem-solving, and strategic thinking abilities. Their work in regulated environments implies a meticulous approach to system design, reliability, and compliance. The descriptions indicate a proactive approach to optimizing performance and cost, and establishing governance practices.