Ir. Simeon Yuda Prasetyo, S.Kom., M.Kom., IPP, CSCU.

D6834
Computer Vision | Machine Learning | Deep Learning | Artificial Intelligence

Ir. Simeon Yuda Prasetyo, S.Kom., M.Kom., IPP, CSCU adalah Dosen dan Peneliti di bidang Computer Science pada BINUS University @Malang. Beliau secara aktif mengembangkan berbagai inovasi dalam bidang Kecerdasan Buatan (AI), khususnya di area Computer Vision, Machine Learning, dan Deep Learning. Didukung oleh latar belakang akademik yang kuat serta sertifikasi profesional seperti CSCU dan IPP, beliau tidak hanya berkomitmen pada keunggulan akademik, tetapi juga pada implementasi nyata AI untuk menyelesaikan berbagai permasalahan riil di masyarakat.

Fokus penelitian beliau mencakup penerapan algoritma AI canggih dalam pemrosesan citra digital, meliputi diagnostik pencitraan medis (seperti deteksi tumor otak dan pneumonia), klasifikasi objek pertanian, sistem pengenalan wajah, serta analisis kelainan retina. Dalam setiap proyeknya, beliau menggunakan pendekatan machine learning dan deep learning dengan memanfaatkan serta menyempurnakan arsitektur Convolutional Neural Network (CNN) agar sesuai dengan kebutuhan spesifik setiap domain. Sebagian besar penelitian ini didukung oleh hibah internal BINUS serta berbagai kolaborasi, yang telah menghasilkan publikasi di berbagai jurnal internasional bereputasi dan konferensi ilmiah.

Di samping kegiatan penelitiannya, Simeon juga aktif dalam inisiatif pengabdian kepada masyarakat, pelatihan digital bagi generasi muda, serta pengembangan profesional berkelanjutan melalui sertifikasi dan kolaborasi lintas institusi. Komitmen beliau dalam menjembatani kesenjangan antara teori dan praktik tercermin melalui gaya mengajar terapan yang tetap relevan dengan tuntutan industri digital saat ini.

Profil lengkap serta rekam jejak kontribusi beliau dapat diakses melalui Google Scholar, Scopus, SINTA, dan portal resmi Penelitian BINUS.

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As an active member of the global academic and professional community, Simeon consistently contributes to the advancement of Computer Science through peer-reviewing for high-impact journals and maintaining strategic roles in institutional development. His engagement bridges the gap between theoretical research and practical industry application.

– Peer Reviewer: Regularly invited to review scholarly manuscripts for prestigious Scopus Q1 journals, including Neural Networks, Pattern Recognition, and Computer Vision and Image Understanding.

– Professional Memberships: Active member of the Institution of Engineers Indonesia (PII) and the International Association of Engineers (IAENG).

– Community & Digital Advocacy: Leads community service projects and workshops on Artificial Intelligence and Computational Thinking for educational and industry partners.

Throughout his academic and professional journey, Simeon has received several recognitions for research excellence and has successfully secured funding for various projects in the field of Artificial Intelligence.

– Academic Excellence: Graduated with Summa Cum Laude honors for his Master’s degree in Computer Science from Bina Nusantara University.

– Research Recognition: Received the Best Paper Award at ICOBAR 2023 for his work on DCNN models for facial emotion detection.

– Research Grants: Principal investigator for an International Research Grant (2025) on skin cancer classification and multiple Internal Research Grants (2024) for AI applications in medical and mental health diagnostics.

– Scholarships: Awarded the Curricular Semester Scholarship (2019) during his undergraduate studies at Universitas Surabaya