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Herimanto, S.Kom., M.T. Dosen | Program Studi Informatika S1 Institut Teknologi Del, Laguboti, Toba, Sumatera Utara herimanto.pardede@del.ac.id | +62 852-6512-4310 Google Scholar: scholar.google.com/citations?user=waQkmkcAAAAJ |
▌ Minat Penelitian
- Efficient and Deployable Machine Learning Systems – Optimasi CNN/Deep Learning untuk mobile & edge devices
- Software Engineering for Intelligent Systems – Arsitektur sistem berbasis AI, evaluasi performa
- Human-Centered Artificial Intelligence (AI + HCI) – Sistem AI yang explainable dan interaktif
▌ Pendidikan
| Jenjang | Perguruan Tinggi | Bidang Ilmu | Periode | Judul Tesis |
| M.Sc. | Universitas Sumatera Utara | Informatika | 2019-2021 | Analisis Kinerja Algoritma Genetika pada Persoalan NP-Complete |
| B.Sc. | Universitas Sumatera Utara | Ilmu Komputer | 2014-2017 | Implementasi Algoritma Backtracking dalam Penyelesaian Permainan Puzzle Sudoku Berbasis Android |
▌ Pengalaman Kerja
| Jabatan / Posisi | Institusi | Periode |
| Dosen (Junior Lecturer) | Institut Teknologi Del | 2022 – sekarang |
| Computer Laboratory Technician | Politeknik Negeri Medan | 2016 – 2022 |
▌ Mata Kuliah yang Diampu
| Mata Kuliah | SKS | Peran | Periode |
| Mobile Application Development | 4 | Koordinator | 2022-sekarang |
| Introduction to Programming | 2 | Koordinator | 2022-sekarang |
| Operating Systems | 3 | Koordinator | 2022-sekarang |
| Formal Language Theory and Automaton | 3 | Koordinator | 2022-sekarang |
| Functional Programming | 3 | Koordinator | 2024-sekarang |
| Procedural Programming | 3 | Koordinator | 2024-sekarang |
| Basic Programming | 4 | Dosen | 2022-2024 |
| Introduction to Database | 3 | Dosen | 2022-2024 |
| Artificial Intelligence | 3 | Dosen | 2022-2023 |
| Computer Networks | 3 | Dosen | 2022-2023 |
| Software Design and Analysis | 3 | Dosen | 2022-2023 |
▌ Publikasi (2023-2026)
| No | Judul & Jurnal/Konferensi | Jenis | Tahun |
| 1 | Bayesian Hyperparameter Optimization of Lightweight CNNs for Facial Dermatological Classification. Jurnal RESTI. | Sinta 2/Q3 | 2026 |
| 2 | Optimized CNN-NDRE Model for Detecting Diseased Regions in Potato Fields Using Drone Imagery. JOIV. | Sinta 1/Q2 | 2026 |
| 3 | Pengembangan Sistem Informasi Desa Berbasis Web untuk Monitoring Kependudukan. Amal Ilmiah. | Sinta 3 | 2026 |
| 4 | Performance Trade-off of Anchor-Based and Anchor-Free Faster R-CNN for Face Detection. Jurnal Sinkron. | Sinta 3 | 2026 |
| 5 | HonesTest: Cross-Platform Offline Examination System with AI-Based Proctoring. GEnCITy 2025. IEEE. | Scopus | 2025 |
| 6 | Performance Analysis of CNN and SVM for Text-Based Emotion Classification. ICoDSE 2025. IEEE. | Scopus | 2025 |
| 7 | Development of Mobile-Based Batak Script Recognition Using YOLOv8. IJEECS. | Sinta 1/Q3 | 2025 |
| 8 | Enhancing Real-time Herbal Plant Detection with YOLOv8. Journal of Information Systems and Informatics. | Sinta 3 | 2025 |
| 9 | A Comparative Analysis of Content-Based Filtering and TF-IDF for Sports Recommendation. INNOVATICS. | Sinta 3 | 2024 |
| 10 | Performance Analysis of MobileNetV3 CNN for Facial Skin Disorder Classification. Jurnal RESTI. | Sinta 2/Q3 | 2024 |
| 11 | Comparison of SVR and ANN in Predicting Student Registrants. ICoDSE 2023. IEEE. | Scopus | 2023 |
| 12 | Perbandingan Matriks Loss Pada Model Deep Learning ResNet50 dan Xception. Jurnal Media Informatika Budidarma. | Sinta 3 | 2023 |
▌ Hibah Penelitian
| Judul | Pemberi Hibah | Nilai (IDR) | Tahun |
| Sistem Desain Motif Ulos: Metaheuristik Multi-Objektif Berbasis LLM | BIMA Kemdiktisaintek | 244.000.000 | 2026 |
| Adaptive Gamification pada Aplikasi Levelearn | LPPM IT Del | 10.000.000 | 2026 |
| Accelerating Mobile Facial Expression Detection via Structured Pruning & Quantization | LPPM IT Del | 10.000.000 | 2026 |
| Sistem Desain Motif Ulos: Metaheuristik Multi-Objektif Berbasis LLM | BIMA Kemdiktisaintek | 198.000.000 | 2025 |
| Pengembangan Model CNN-NDRE untuk Deteksi Area Lahan Sakit pada Kentang via Drone | BIMA Kemdiktisaintek | 98.000.000 | 2025 |
| Optimalisasi Deteksi Objek Berbasis Deep Learning Menggunakan Structured Pruning | LPPM IT Del | 10.000.000 | 2025 |
| Pengembangan Aplikasi Pembelajaran Pemrograman Mobile dengan Gamifikasi N-EGM | LPPM IT Del | 10.000.000 | 2025 |
| Pengenalan Tanaman Herbal Menggunakan Algoritma YOLO | LPPM IT Del | 9.500.000 | 2024 |
| Analisis dan Pembangunan Pengenalan Aksara Batak Berbasis Mobile (YOLOv7) | LPPM IT Del | 9.700.000 | 2024 |
| Analisis Kinerja CNN MobileNetV3 untuk Klasifikasi Gangguan Kulit Wajah | LPPM IT Del | 9.500.000 | 2024 |
▌ Supervisi Tugas Akhir & Proyek Riset Aktif
| Periode | Jumlah Kelompok | Jumlah Mahasiswa |
| 2025-2026 | 4 | 10 |
| 2024-2025 | 6 | 15 |
| 2023-2024 | 7 | 13 |
| 2022-2023 | 6 | 12 |
- LLM-Based Agricultural Assistant for the Lake Toba Region (Qwen3 + RAG)
- Optimization of Lightweight CNN Models for Mobile Deployment (structured pruning + quantization)
- HonestTestV2: Resource-Efficient Digital Examination System
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