Metrikler
Yayın
13
Biyografi
a Senior AI & Data Scientist | Trainer | Solutions Consultant with a specialization in Large Language Models (LLM), Deep Neural Networks (DNN), analytical inferences, and statistical analysis. With over two decades of experience in management and information technologies, his expertise includes applying AI problem-solving architectures to social science research, business development, financial product solutions, R&D, and diverse industries.
With an interdisciplinary background, he has achieved success in both the industrial and academic sectors. Deniz currently assists organizations in adopting the AI problem-solving architecture through his innovative framework, Dahman’s Phi Services, thereby improving their business processes, efficiency, and innovation. He also uses this framework to support and oversee research for undergraduates, postgraduates, and scholars.
Holding a Ph.D. in Management Information Systems, Deniz is the originator and author of ‘The Big Bang of Data Science—from Academia to Industry.’ He has developed numerous algorithms and methods and published a number of peer-reviewed scientific publications, drafts, and media presentations. With international living and working experience, Deniz is characterized by his peers as analytical, inventive, focused on objectives, and deeply humanitarian.
Araştırma Alanları
Bilim, Teknoloji ve Toplum
Bilgisayar Bilimleri
Algoritmalar
Bilgi Güvenliği ve Güvenilirliği
Veritabanı ve Veri Yapıları
Veri Yapıları
Veritabanı Sistemleri
Yapay Zeka, Bilgisayarda Öğrenme ve Örüntü Tanıma
Mühendislik ve Teknoloji
Akademik Ünvanlar / Görevler
2024 - Devam Ediyor
2024 - Devam EdiyorDr. Öğr. Üyesi
İstanbul Gelişim Üniversitesi, MÜHENDİSLİK VE MİMARLIK FAKÜLTESİ, YAZILIM MÜHENDİSLİĞİ
2010 - 2012
2010 - 2012Okutman
Limkokwing University College of Creative Technology, Faculty of Information & Communication Technology, Software Engineering
Akademi Dışı Deneyim
2019 - Devam Ediyor
2019 - Devam EdiyorAI Developer | Instructor | Solutions Consultant
Ticari Kuruluş Özel, DAHMAN'S PHI SERVICES, Consultancy, AI Developer | Instructor | Solutions Consultant
2012 - 2015
2012 - 2015BI Developer
Ticari Kuruluş (özel), Probase Road Technology, International Division, BI Developer
2005 - 2010
2005 - 2010Microsoft IT Trainer
Birleşmiş Milletler, UNRWA, IT Department , Microsoft IT Trainer
Makaleler
2024
20241. DisguiseData " A Proposed Method for Creating Synthetic Data Based on The Geometric Structure of The Original
Dahman D.
, cilt.1, ss.1-19, 2024 (Hakemsiz Dergi)
2024
20242. The Norm Culture; advocates for the introduction of a security layer in continuously learning AI models to protect against data and label poisoning attacks
Dahman D.
ScienceOpen Preprints , cilt.20, sa.2, ss.1-30, 2024 (Hakemsiz Dergi)
2024
20243. Review of Data Privacy Techniques: Concepts, Scenarios and Architectures, Simulations, Challenges, and Future Directions
Dahman D.
ScienceOpen Preprints , cilt.1, ss.1-42, 2024 (Hakemsiz Dergi)
2020
20204. Decision support model to help language teachers grouping adult learners in a classroom
Dahman M. R., Dahman S.
Education and Information Technologies
, cilt.25, sa.5, ss.4329-4352, 2020 (SSCI, ESCI, Scopus)
2019
20195. Machine learning model to predict an adult learner’s decision to continue ESOL course
Dahman M. R., Dağ H.
Education and Information Technologies
, cilt.24, sa.4, ss.2429-2452, 2019 (Scopus)
2019
20196. Evaluation of a Predictive Model for the Decision of Lifelong Learners to Continue or Drop Out a German Course
Dahman D.
Global Journal of HUMAN-SOCIAL SCIENCE: G Linguistics & Education , cilt.19, sa.1, ss.1-7, 2019 (Hakemli Dergi)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
2025
20251. Exploring the Open-Source Concept to Enhance the Learning and Exploration Curve of AI Architecture
Çetinkaya A., Gönen S., Dahman D., Barışkan M. A.
13th International Symposium on Intelligent Manufacturing and Service Systems, İstanbul, Türkiye, 25 - 27 Eylül 2025, cilt.1, ss.342-352, (Tam Metin Bildiri)
2025
20252. AI-Enabled Smart Glasses with Cybersecurity Features for Visually Impaired Individuals
Dahman D.
13th International Symposium on Intelligent Manufacturing and Service Systems, Düzce, Türkiye, 25 - 27 Eylül 2025, ss.331-341, (Tam Metin Bildiri)
2025
20253. Machine Learning-Based Detection of Distributed Denial-of-Service (DDoS) Attacks
Çelik B., Daşçi İ. T., Yeşilkir G. E., Çetinkaya A., Barışkan M. A., Gönen S., et al.
International Conference on Mathematics and Mathematics Education (ICMME-2025), İstanbul, Türkiye, 11 - 13 Eylül 2025, cilt.1, ss.103-104, (Özet Bildiri)
Diğer Yayınlar
2024
20241. "The Norm Culture" advocates for the introduction of a security layer in continuously learning AI models to protect against data and label poisoning attacks
Dahman D.
Diğer, ss.1-30, 2024
2024
20242. Review of Data Privacy Techniques: Concepts, Scenarios and Architectures, Simulations, Challenges, and Future Directions
Dahman D.
Teknik Rapor, ss.1-32, 2024
2024
20243. The BireyselValue, a Proposed Method for Solving a Classification Problem
Dahman D.
Diğer, ss.1-23, 2024
Desteklenen Projeler
2025 - 2025
2025 - 2025