Mohammad Reza (Nima) Darbandi | Breast Cancer | Best Researcher Award

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Mr. Mohammad Reza (Nima) Darbandi | Breast Cancer | Best Researcher Award

PhD candidate of University of Georgia, United States.

Nima Darbandi is a Ph.D. student in Computer Science at the University of Georgia, where he also serves as a research and teaching assistant. His research focuses on optimizing the llama.cpp framework and developing AI systems for domain detection using DNS logs. Nima has extensive experience in teaching subjects like Discrete Mathematics and Computer Networks. He has held various roles in the industry, including Linux Expert at Parspack Cloud Services, Consultant at Monenco Industry Group, and Chief Technical Officer at HamyarNet ISP. Nima’s research skills encompass AI, computer networks, and system administration, with a strong foundation in Network+, CCNA, and Linux Essentials. His contributions to artificial intelligence and disease treatment highlight his innovative approach and interdisciplinary expertise. He has been recognized with several awards, including the Outstanding Teaching Assistant Award from the University of Georgia.

Professional Profiles:

Education

Nima Darbandi is currently pursuing his Ph.D. in Computer Science at the University of Georgia, Athens, GA, USA, starting in the fall of 2022. He earned his M.S. in Information Technology from the Iran University of Science and Technology, Tehran, IRAN, where he conducted a dissertation titled “A New Method to Estimate QoE for Internet Users” from 2011 to 2015. Before that, he completed his B.S. in Information Technology at Shiraz University of Technology, Shiraz, IRAN, between 2006 and 2010.

Professional Experience

Nima Darbandi has a diverse professional background in both academia and industry. As a Research/Teaching Assistant at the University of Georgia, he worked on llama.cpp framework optimization and AI systems for DNS logs under Dr. Agrawal, Dr. Niu, and Dr. Perdisci from 2022 to 2024, while also teaching Discrete Mathematics and Computer Networks. In the industry, he served as a Linux Expert at Parspack Cloud Services in Tehran from 2021 to 2022, and as a Consultant for Monenco Industry Group from 2020 to 2022, where he developed a Dispatching System on CISCO telephony. Nima held the position of Chief Technical Officer at HamyarNet ISP from 2017 to 2020, overseeing ADSL and P2P wireless Internet services. He founded Puzzle Network Solutions, focusing on network services and devices, from 2014 to 2017, and was a Senior Manager at SabaNet ISP from 2009 to 2014. He also has extensive teaching experience, providing Network+, CCNA, Linux Essentials, and Computer Networking courses across several institutions in Shiraz from 2007 to 2018.

Research Interest

Nima Darbandi’s research interests lie primarily in the fields of computer science, information technology, and artificial intelligence. He is particularly focused on optimizing AI frameworks, such as llama.cpp, and utilizing AI for domain-specific applications like DNS log analysis. His work includes enhancing the quality of experience (QoE) for internet users, which was the subject of his M.S. dissertation. Nima is also interested in developing AI-driven solutions for early diagnosis and precision treatment in healthcare, as evidenced by his publication on AI breakthroughs in breast cancer treatment. Additionally, his research spans into network management, cloud hosting services, and cybersecurity, showcasing a broad interest in both theoretical and applied aspects of computing and technology.

Award and Honors

Nima Darbandi has received several awards and honors throughout his academic and professional career. In 2023, he was honored with the Outstanding Teaching Assistant Award from the University of Georgia, recognizing his excellence in teaching and support for students. In 2016, he received the Best Supporter and Advisor Token of Appreciation from Kavosh, highlighting his contributions and advisory role. Earlier, in 2013, he was awarded the Outstanding Network Expert Token of Appreciation from SabaNet ISP for his expertise and dedication in the field of network services. Additionally, in 2007, he secured the Third Rank Token of Appreciation from Shiraz University of Technology, acknowledging his academic achievements during his undergraduate studies. These accolades reflect his commitment to both teaching and technical proficiency.

 Research Skills

Nima Darbandi possesses a diverse set of research skills, honed through extensive academic and professional experiences. His expertise includes optimizing the llama.cpp framework and developing AI systems for domain detection using DNS logs. He is proficient in various aspects of computer networks, evidenced by his teaching roles in Discrete Mathematics and Computer Networks. His background in Linux, cloud hosting, and virtualization (VMware VCenter) further strengthens his technical prowess. Additionally, Nima has practical experience with Network+, CCNA, and Linux Essentials, reflecting his broad knowledge in networking and system administration. His research contributions in artificial intelligence, particularly in early diagnosis and precision treatment of diseases, underscore his interdisciplinary approach and innovation in the field.