
Pradini Puspitaningayu, S.T., M.T., Ph.D
Heterogeneous Intelligent Network Orchestration
Leading research on heterogeneous network integration, intelligent routing, edge-cloud coordination, and large-scale IoT systems.
Members
Profil anggota laboratorium yang terdiri dari laboratory chief, lecture researcher, master student, dan bachelor student beserta bidang riset dan kontak email.
Chief

Heterogeneous Intelligent Network Orchestration
Leading research on heterogeneous network integration, intelligent routing, edge-cloud coordination, and large-scale IoT systems.
Lecture Researchers
Graduate Researchers

Heart Rate Interpretation using LLM
Implementation of Large Language Model to interpret heart rate data into easy-to-understand language

Strength Training Posture Repetition Recognition for Automated Exercise Trainer (STRAPS-R)
A program designed to guide users in performing independent at-home weight training with proper technique. The target audience includes the general public as well as specialized users, particularly patients undergoing rehabilitation.
Undergraduate Researchers

Strength Training Posture Repetition Recognition for Automated Exercise Trainer (STRAPS)
Evaluating and optimizing a strength training movement detection system.

Operating Room Disinfection Robot
A SLAM-based autonomous navigation robot that performs real-time operating room disinfection while in motion. Areas traversed by the robot are recorded as disinfected zones and subsequently validated by qualified personnel.

Skin Lesion Classification
Evaluates data imbalance mitigation strategies in HAM10000 skin cancer image classification using ResNet-18. The controlled study aims to reduce model bias toward majority classes, thereby improving detection accuracy for clinically critical minority disease categories.

Blockchain, IPFS, Ethereum Swarm
Evaluates and identifies the most suitable blockchain-based decentralized storage solution between IPFS and Ethereum Swarm for hospital information systems.

Dual-Camera Markerless Gait Index Analysis Assessment
A two-camera (rear and side) gait index analysis system using MediaPipe BlazePose for objective and affordable Dynamic Gait Index (DGI) evaluation. Tested on 10 healthy subjects, it demonstrates consistent kinematic patterns across various DGI tasks.

Classification of Sign Languages BISINDO Alfabets
Alphabetical Classification of the Indonesian Sign Language (BISINDO)