Spatiotemporal quenches in long-range TFI models | PRB 108, 024310 (2023) | Rydberg atoms & trapped ions
EPIANN is a real-time facial recognition and criminal identification system
ITensor analysis of 2D-TFI model | Published in PRB 111, 054311 (2025)
FDTD simulations of THz pulse control via moving fronts | Communications Physics 4, 162 (2021) | SLIPSTREAM platform
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A Multinomial Naïve Bayes text classifier for detecting religious hate speech in Indonesian-language Twitter posts. Published in JISMAN Journal (November 2024)
Operationalized my peer-reviewed, published research on patient readmission by building an agentic MLOps platform to generate actionable intervention plans.
🎯 Masha'erohom: State-of-the-art Arabic sentiment analysis achieving 90% accuracy using ensemble deep learning (Bi-LSTM + Bi-GRU + MARBERTv2 + Random Forest). Published research with web application for real-time emotion detection.
Green synthesis of copper nanoparticles using Hygrophila auriculata and Leucas aspera | Cytotoxicity | Antioxidant | Antibacterial | Published in Journal of Functional Biomaterials 2026 | CiteScore 6.8
Hierarchical cluster analysis of AI implementation barriers among K-12 educators (N=189). Person-centered approach reveals 8 distinct constraint profiles with inverse cost-skill relationship (φ=-.246). JASP for statistics, Python for visualization. Published: DOI 10.5281/zenodo.17519099
Published SVM research (IJCRT, Impact Factor 7.97) predicting NSE Reliance stock price movements
True Religion Mission Research Hub
Implementation accompanying a paper in Jurnal Teknologi Informasi dan Ilmu Komputer 12(1), 2025, pp. 21-30. Deep learning with early stopping and SMOTE applied to malware detection on IoT-23 network traffic. DOI 10.25126/jtiik.2025128267
Full-stack AI annotation tool with YOLOv8/v9/v10 for real-time object detection. Published IGI Global book chapter (DOI: 10.4018/979-8-3693-9728-8.ch009). Django · ReactJS · AWS S3
🚗 Real-time video segmentation & scene understanding for autonomous driving (YOLOv8-seg + DeepSORT, hazard detection, motion analytics). 📄 Published framework — Springer / ISBM Bangkok 2025.
Random Forest vs nested logistic regression comparing predictors of AI adoption among K-12 educators (N=189). Beliefs about student learning dominate all predictors (importance=0.415). 97.3% accuracy, AUC=1.000. JASP for stats/ML, Python for visualization. DOI: 10.5281/zenodo.17519163
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