Ipek Ozkaya
Software Engineering Institute
Ipek Ozkaya is a principal researcher and the technical director of the Engineering Intelligent Software Systems group at the SEI. Ozkaya’s primary interests include developing techniques for improving software development efficiency and system evolution with an emphasis on software architecture practices, software economics, and agile development. Ozkaya’s most recent research focuses on building the theoretical and empirical foundations of managing technical debt in large-scale, complex software-intensive systems and software engineering of AI-enabled systems. Ozkaya is editor-in-chief of IEEE Software magazine and is the coauthor of a practitioner book, Managing Technical Debt, Reducing Friction in Software Development. Ozkaya holds doctoral and master’s degrees in computational design from Carnegie Mellon University.
A Preliminary Report on a Model for Maturing AI Adoption: From Hype to Achieving Repeatable, Predictable Outcomes
• Technical Report
By Ipek Ozkaya , Anita Carleton , Matthew J. Butkovic , Sebastián Echeverría , Robert Edman , John Haller , Erin Harper , Michael D. Konrad , Natalie Schieber , Carol J. Smith , Shawn Wray
From Hype to Adoption: Guiding Organizations in Their AI Journey
• Blog Post
By Ipek Ozkaya , Anita Carleton , Erin Harper , Natalie Schieber , Robert Edman
Will Generative AI Fill the Automation Gap in Software Architecting?
• Conference Paper
By James Ivers , Ipek Ozkaya
A Preliminary Report on a Model for Maturing AI Adoption: From Hype to Achieving Repeatable, Predictable Outcomes
• Technical Report
By Ipek Ozkaya , Anita Carleton , Matthew J. Butkovic , Sebastián Echeverría , Robert Edman , John Haller , Erin Harper , Michael D. Konrad , Natalie Schieber , Carol J. Smith , Shawn Wray
Report to the Congressional Defense Committees on National Defense Authorization Act (NDAA) for Fiscal Year 2022 Section 835 Independent Study on Technical Debt in Software-Intensive Systems
• Technical Report
By Ipek Ozkaya , Forrest Shull , Julie B. Cohen , Brigid O'Hearn
Assessing Opportunities for LLMs in Software Engineering and Acquisition
• White Paper
By Stephany Bellomo , Shen Zhang , James Ivers , Julie B. Cohen , Ipek Ozkaya
From Hype to Adoption: Guiding Organizations in Their AI Journey
• Blog Post
By Ipek Ozkaya , Anita Carleton , Erin Harper , Natalie Schieber , Robert Edman
Perspectives on Generative AI in Software Engineering and Acquisition
• Blog Post
By Anita Carleton , James Ivers , Ipek Ozkaya , John E. Robert , Douglas Schmidt (William & Mary) , Shen Zhang
Generative AI and Software Engineering Education
• Blog Post
Software Engineering for Machine Learning
• Podcast
By Grace Lewis , Ipek Ozkaya
The Future of Software Engineering and Acquisition with Generative AI
• Webcast
By Douglas Schmidt (William & Mary) , Anita Carleton , James Ivers , Ipek Ozkaya , John E. Robert , Shen Zhang
Software Engineering for Machine Learning
• Webcast
By Grace Lewis , Ipek Ozkaya
Becoming a Better Software Architect
• Webcast
By Ipek Ozkaya , James Ivers , Philip Bianco , Keegan M. Williams