David Berend

bere0003 at e.ntu.edu.sg | +65 8779 5456 | Singapore

I am PhD Candidate at Nanyang Technological University, Singapore. Passionate about autonomous systems, education, globalization, business and entrepreneurship. My mission is to create trust in artificial intelligent systems by enhancing robustness and communicating opportunities and risks with industry leaders and governments. I am always keen to connect and exchange ideas.

Ideas, publication and work: www.safe-intelligence.com

Work Experience

  • PhD Candidate in Artificial Intelligence / NTU, Singapore / June, 2019 – present

    Ideas, publications and work: www.safe-intelligence.com

  • Management Consultant in CIO Advisory / PwC / Jan, 2018 – May, 2019

    Consulted two of the biggest public sector digitization projects of Germany (Defense Inventory Controlling Platform, Nationwide Standardized Working Space) • Key Responsibilities: Identifying and translating strategic requirements into product solutions, recognizing and mitigating technical risks as well as leading development teams • Leading the Consultant Call, organizing and moderating Q&A sessions between Partners and Consultants

  • Research Associate in Machine Learning / NTU, Singapore / Mar, 2017 – Dec, 2017

    • Developed an AI algorithm to unlock android phones impacting 2.3 billion people • Wrote a paper with renowned Fraunhofer Institute and advisory of INSEAD Business School • Won best PhD Forum Paper Award at an IEEE Computer Science conference and the Best Publication Award at NTU for highest global media coverage

  • Founder of Software Startup / AskCircle / Apr, 2015 – Jul, 2016

    • Developed a mobile product solution for clear and structured group discussion • Entered the market together with a professor of mine as an angel investor and a team of five at a valuation of 25,000€

Education

> Ph.D. Artificial Intelligence, 2019 – present, Nanyang Technological University, Singapore, CGPA 5.0/5.0

> B.Sc. Computer Science and Business, 2014 – 2018, University RheinMain, Germany, GPA 3.6/4.0

Publications

> 2020 – D. Berend, X. Xie, L. Ma, L. Zhou, Y. Liu, X. Chi, J. Zhao, “Cats Are Not Fish: Deep Learning Testing Calls for Out-Of-Distribution Awareness”, 2020, In Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering (ASE 2020), Association for Computing Machinery, New York, NY, USA

> 2018 – D. Berend, S. Bhasin and B. Jungk. “There Goes Your PIN: Exploiting Smartphone Sensor Fusion Under Single and Cross User Setting”, 2018, In Proceedings of the 13th International Conference on Availability, Reliability and Security (ARES 2018). Association for Computing Machinery, New York, NY, USA, Article 54, 1–10. doi: https://doi.org/10.1145/3230833.3232826

> 2018 – D. Berend, B. Jungk and S. Bhasin, “Guessing Your PIN Right: Unlocking Smartphones with Publicly Available Sensor Data,” 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Hong Kong, 2018, pp. 363-368, doi: 10.1109/ISVLSI.2018.00073.