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Assessing your cultural and operational fit
Associate Program Chair @ NeurIPS | AI Research Lead at Bitdefender | 8-patent inventor | OOD Generalization & Spurious Correlations
Together with our awesome team, I build AI systems that understand the world, even when it shifts (recently, by uncovering biases and spurious correlations). As Associate Program Chair for NeurIPS 2025 and AI Research Lead at Bitdefender, I guide cross-functional teams from first concept to top-tier publication and product impact. My work spans unsupervised video tracking, distribution-shift robustness and security AI, supported by eight granted patents and papers at top conferences. With my team, I co-develop research capabilities that turn cutting-edge methods into deployable security tools. Let’s collaborate on research or advisory projects. https://ilarele.github.io/
University of Bucharest
PhD Student, Computer Vision
January 1, 2016 – January 1, 2019
University POLITEHNICA of Bucharest
Master’s Degree, Distributed Systems
January 1, 2011 – January 1, 2013
University POLITEHNICA of Bucharest
Bachelor’s Degree, Computer Science and Engineering (Operating Systems, Compilers Design, Artificial Intelligence)
January 1, 2007 – January 1, 2011
"Mircea cel Batran" National College, Constanta
Mathematics, Computer Science
January 1, 2004 – January 1, 2007
Bitdefender
Machine Learning Researcher, Team Lead
September 1, 2014 – Present
Bucharest, Bucharest, Romania
Inca un Rand
Co-Founder
December 1, 2013 – July 1, 2014
Bucharest, Bucharest, Romania
Inria
Internship Student at Kerdata team
May 1, 2012 – July 1, 2012
Greater Rennes Metropolitan Area
Bitdefender
iOS and OSX Developer
October 1, 2011 – September 1, 2014
Bucharest, Bucharest, Romania
OpenIntents.org
Google Summer of Code Student
June 1, 2011 – August 1, 2011
ROSEdu
Android Trainer
June 1, 2010 – July 1, 2010
Bucharest, Bucharest, Romania
Freelance
Android Developer
July 1, 2009 – December 1, 2011
Cultural Fit Analysis
The candidate has a strong academic background and diverse professional experience, including research, startup co-founding, and mobile development. The shift from iOS development to Machine Learning research and team leadership at Bitdefender indicates a capacity for growth and adapting to new challenges. However, the target role is 'iOS Developer', and the most recent 8+ years of experience are not directly in iOS development. This might indicate a potential mismatch if the candidate is not looking to return to a hands-on iOS development role, or if the role requires recent, in-depth knowledge of the latest iOS frameworks and Swift paradigms. The candidate's involvement in community activities (Deep Learning meetups, ROSEdu) suggests a collaborative and knowledge-sharing mindset.
Soft Skills & Operational Fit
The candidate's experience as a Team Lead and Co-Founder suggests leadership, project management, and entrepreneurial skills. Involvement in organizing talks and collaborating with interns indicates a proactive and collaborative attitude. The diverse project experience, including open-source contributions and freelance work, points to adaptability and self-motivation. However, the most recent experience is heavily focused on Machine Learning research, which might require a re-orientation towards core iOS development practices and current ecosystem trends.