Paul Potocki

WORK HISTORY

EDUCATION

SKILLS

ABOUT PAUL POTOCKI

As a strategic software and data engineering leader, I possess a proven track record of delivering scalable, AI-driven solutions across a range of industries—from Fortune 500 enterprises to fast-moving startups. I bring deep expertise in AI/ML infrastructure, cloud-native systems, and real-time analytics, paired with the business acumen to align technical execution with organizational goals. With a hands-on leadership style and a background that bridges engineering and finance, I consistently drive innovation that delivers measurable impact. Throughout my career, I have led cross-functional global teams, modernized legacy systems, and deployed complex machine learning pipelines in cloud environments like AWS, Azure and GCP. I have designed secure, high-throughput data architectures, integrated ML workflows with data science teams, and introduced AI agents and Agentic AI systems that enhance operational intelligence and user experience. Whether building solutions from scratch or optimizing enterprise systems, I thrive at the intersection of technology, strategy, and execution. As a leader, my accomplishments include: Driving end-to-end design and development of AI/ML pipelines used in global industrial operations Architecting and overseeing implementation of reusable frameworks and microservices to accelerate ML model deployment and streamline machine data ingestion Prototyping MCP-compliant AI agents and Agentic AI systems for customer assistance, machine diagnostics and error triage using leading-edge technology such as LangChain, AWS Bedrock, Microsoft AutoGen and OpenAI APIs. Profitably managing multi-billion-dollar portfolio of complex interest products over severe market disruptions.