Laurentiu-Marian NeaguȘl. Dr. Ing.

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areas of expertise
  • Intelligent Tutoring Systems
  • Natural Language Processing
  • Recommender Systems
  • Computer-Supported Collaborative Learning
  • Gamification
education
  • PhD, joint program, Mines Paris – PSL, Grande école d’ingénieurs, and National University of Science and Technology Politehnica Bucharest, Faculty of Automation and Computers
  • Master’s, National University of Science and Technology Politehnica Bucharest, Faculty of Automation and Computers
  • Bachelor’s, National University of Science and Technology Politehnica Bucharest, Faculty of Automation and Computers

Laurențiu-Marian Neagu is a university lecturer and doctor in computer science at Politehnica Bucharest. With vast experience in developing and implementing intelligent learning systems, knowledge representation, and natural language processing, he has significantly contributed to prestigious research projects, collaborating with institutions like the Romanian Academy, the International Ski Federation, and the Mines ParisTech Research Center in France.

“Knowledge is power.” — Francis Bacon

Laurențiu-Marian Neagu is a university lecturer and PhD in computer science at the National University of Science and Technology Politehnica Bucharest. With an academic and research career spanning over a decade, Laurențiu has developed remarkable expertise in areas such as intelligent learning systems, natural language processing, gamification, and artificial intelligence.
Dr. Neagu began his academic journey by obtaining a bachelor’s and master’s degree in computer science from the Faculty of Automation and Computers, Politehnica University Bucharest. He continued with a joint PhD program at the same faculty and Mines ParisTech (Université PSL, France), focusing on the development of an intelligent system capable of enhancing individual performance in sports activities through machine learning and gamification techniques.

Professionally, Laurențiu has accumulated significant research experience by collaborating on important projects with institutions such as the Romanian Academy, the International Ski Federation, the National Library of Romania, and the Mines ParisTech Research Center in France. He has been involved in the development and maintenance of multiple research projects, contributing to the publication of 14 articles in international conferences and co-authoring a book chapter in UNESCO’s edition “Heritage in the Digital Era” (2021). Among his notable projects are Selfit, an intelligent learning system for psychomotor development, and OntoStrength, an ontology for psychomotor strength development.

Currently, Laurențiu teaches courses and seminars at the Faculty of Automation and Computers, covering subjects such as Object-Oriented Programming, Adaptive and Collaborative Systems, and Business Process Automation. He is also actively involved in preparing teaching materials and supervising students for bachelor’s and dissertation projects. Additionally, he contributes to the academic community by participating in dissertation committees and mentoring activities.

Regarding technical skills, Laurențiu is proficient in programming languages such as Python, C#, and Java, and advanced technologies like TensorFlow, ElasticSearch, React, and FastAPI. Throughout his career, he has demonstrated an exceptional ability to integrate theoretical knowledge into practical and innovative solutions, thus contributing to the advancement of computer science and the education of the next generation of engineers and researchers.

Top publications

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The core purpose of PRECIS is to enhance its infrastructure within National University for Science and Technology POLITEHNICA Bucharest, driving technological advancements and technological transfer for the development of innovative engineering products, processes and new generation technologies for a better future.
Our mission is to build a safe, supportive academic enrichment space where the engineering creators can go from ideea to product, from concept to prototype and beyond.

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President, PRECIS