Hi, I'm Trio Pambudi Utomo
Computational Researcher & Senior Research Engineer bridging the gap between Software Engineering and Biophysics. I specialize in developing high-performance algorithms for biosignal processing (ECG/PPG) and applying Deep Learning to model complex physiological systems. With 3+ years of R&D experience and a track record of conference presentations, I build robust computational tools to accelerate scientific discovery.
English Proficiency
Featured Publications
Kernel Principal Component Analysis and Convolutional Neural Network-Based Approach for Obstructive Sleep Apnoea Detection Using Electrocardiogram
Indrawati, Aida Noor; Nuryani, Nuryani; Wiharto, Wiharto; Mirawati, Diah Kurnia; Utomo, Trio Pambudi; Wiyono, Nanang
Iraqi Journal for Computer Science and Mathematics (2025)
Advancing Non-Cuff Hypertension Detection: Leveraging 1D Convolutional Neural Network and Time Domain Physiological Signals
Nuryani, Nuryani; Utomo, Trio Pambudi; Prabowo, Nurhasan Agung; Aripriharta; Yazid, Muhammad; Yunianto, Mohtar
International Journal of Online & Biomedical Engineering (2024)
Cuffless Hypertension Detection using Swarm Support Vector Machine Utilizing Photoplethysmogram and Electrocardiogram
Nuryani, Nuryani; Utomo, Trio Pambudi; Wiyono, Nanang; Sutomo, Artono Dwijo; Ling, Steve;
Journal of Biomedical Physics and Engineering (2023)
Obstructive Sleep Apnea Detection using Frequency Analysis of Electrocardiographic RR Interval and Machine Learning Algorithms
Indrawati, Aida Noor; Nuryani, Nuryani; Nugroho, Anto Satriyo; Utomo, Trio Pambudi;
Journal of Biomedical Physics and Engineering (2022)
A New Automatic QT-Interval Measurement Method for Wireless ECG Monitoring System Using Smartphone
Utomo, Trio Pambudi; Nuryani, Nuryani; Nugroho, Anto Satriyo;
Journal of Biomedical Physics & Engineering (2021)
Skills & Expertise
Scientific Computing
Digital Signal Processing
Biosignal Analysis
AI for Healthcare
Instrumentation
Academic Theses
Automatic Measurement of QT Interval of Electrocardiogram Based on Region of Interest Using Android Smartphone
Long Distance Electrocardiogram and Heart Rate Monitoring Using Android
Projects
Photoplethysmogram (PPG) Signal Acquisition, Peak Detection, and Heart Rate Calculation Using Smartphone Camera
A photoplethysmogram (PPG) signal is obtained and extracted from a video stream of fingertips that is taken from a smart...
Portable Electrocardiogram (ECG) and Heart Rate Monitoring System Using an Android Smartphone
An Android smartphone is used for heart rate monitoring and displaying electrocardiogram (ECG) graphs. The acquisition o...
Education
Universitas Sebelas Maret
Master in Physics
GPA: 3.93/4.00
Universitas Sebelas Maret
Bachelor in Physics
GPA: 3.63/4.00
Work Experience
Flutter Engineer (Freelance)
PT. Possaku Mitra Usaha
Key Contributions: - Developed high-performance cross-platform mobile applications using Flutter, focusing on state management and UI responsiveness. - Implemented real-time data synchronization logic essential for dynamic user environments. - Translated complex business requirements into modular and reusable code structures.
Senior Fullstack Developer
PT. Cranium Royal Aditama
Key Contributions: - Architected scalable web applications, optimizing database queries (MySQL) to handle large-scale datasets efficiently. - Engineered responsive front-end interfaces with a focus on data visualization and cross-platform compatibility. - Designed secure API integrations to ensure seamless communication between distributed systems. - Led technical decision-making processes to improve system reliability and maintainability.
Mobile Application Developer
Oorth Indonesia
Key Contributions: - Developed iOS mobile applications using Cordova and JavaScript, ensuring cross-platform compatibility and performance. - Collaborated closely with backend and QA teams to ensure seamless integration and high-quality application delivery. - Contributed to the full mobile app development lifecycle, from planning and design to testing and deployment in a startup environment.
Robotics & Instrumentation Instructor
Pradita Dirgantara High School
Key Contributions: - Designed and delivered a comprehensive curriculum on Embedded Systems and Microcontrollers (Arduino/STM32). - Mentored high school students in designing autonomous robots, fostering engineering intuition and problem-solving skills. - Bridged the gap between theoretical physics concepts and practical hardware implementation.
Conferences & Talks
QRS peak detection for heart rate monitoring on Android smartphone
International Conference on Science and Applied Science (ICSAS) 2017
QT interval measurement using derivative and thresholding process
International Conference on Science and Applied Science (ICSAS) 2018
Automatic QRS-complex peak detector based on moving average and thresholding
The 9th International Conference on Physics and Its Applications (ICOPIA 2018)
Photoplethysmogram peaks detection based on moving window integration and threshold for heart rate calculation on android smartphone
The 10th International Conference on Physics and Its Applications (ICOPIA 2020)
Contact Me
Let's Connect
I am always open to discussing new research opportunities, collaborations, or simply having a chat about technology and science.