Ian Campbell
Senior Software Engineer @ Capital One
About
Senior Software Engineer working at the intersection of AI, reliability, and regulation. I design and operate production systems in highly regulated environments, including defense and fintech, where correctness, auditability, and long-term maintainability matter more than hype. My focus is applying machine learning and AI responsibly: integrating intelligent systems into real-world operations while balancing technical rigor, business objectives, and ethical constraints. I’m particularly interested in how AI reshapes decision-making, risk, and accountability inside complex institutions. I write and speak about building trustworthy AI systems, translating emerging capabilities into practical, governable software that can survive contact with reality.
United States
Liverpool
Financial Services
Software Architecture, Artificial Intelligence (AI), Data Analysis, Bootstrap, Amazon Web Services (AWS), Linux, C#, Python, MySQL, C++, C (Programming Language), MongoDB, Machine Learning, Google Cloud Platform (GCP), Unity, Hadoop, Google Analytics, Java, Microsoft Office, Microsoft Excel
Experience

Senior Software Engineer
United States
I design and build distributed micro services supporting fraud detection systems in a large-scale, highly regulated environment. My work focuses on creating reliable, observable services that process and analyze high-volume data to support real-time and near-real-time decision making. I’m closely involved in efforts to adopt and integrate AI capabilities into existing engineering workflows. This often means bridging legacy workflows with newer data and AI tooling, and helping teams think through where automation genuinely adds value versus where it introduces risk or complexity. My role regularly involves working with large datasets, collaborating across engineering, data, and business teams, and contributing to system design decisions that balance performance, security, and maintainability. I operate comfortably in ambiguous problem spaces and focus on making complex systems understandable and resilient in production.

Software Engineer
North Syracuse
• Contributed to the GUI development of production systems used by multiple teams. • Helped establish and develop team best practices for running Agile Sprints. • Wrote enhancements and bug fixes for embedded systems. • Worked with multiple teams across various contracts providing exposure to a range of technologies and development best practices.

Research Scientist
Rome, Ny
• Performed Cyber Security research as part of a feasibility study. • Managed a small team on a government contract, handling all aspects of the process from design to delivery. • Developed extensions to and wrote bug fixes for a large-scale java spring boot application. • Wrote and designed a green field project for a government contract. • Participated in Agile stand ups and assigned tasking for team members

Software Developer
Rome, NY
Worked on large scale software developement projects using modern technologiies, developement methodologies and source control tools Used a variety of languages and frameworks to provide different products and services depending on the needs of the client Interfaced directly with customers and stake holders

IT Optimization Intern
Buffalo, New York
•Learn and implement the basics of the COBIT5 Governance Framework,Lean and Six Sigma •Received training and practice on using important process improvement tools such as Value Stream Mapping/Business Process Mapping, Cause and Effect analysis, Value Add analysis and Detailed Problem Solving •Use these tools to support efforts within the IT Optimization team to analyze current processes in the organization, identify waste, and successfully develop and implement strategic solutions in order to optimize processes across IT.

ITEC Intern
Pittsfield, Massachusetts Area
Internship program designed to create future leaders in the IT space. Responsible for leading effort to eliminate a legacy devices, produce training material for future hires and perform cost analysis on impactful optimization projects. Directly oversaw the coordination and accepted accountability for over a dozen contractors within the scope of project efforts. Collaborated with other team members to ensure optimal efficiency pertaining to telephony services.
Ian Campbell's Contact Information
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