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Academic CV

A web summary of education, research direction, publications, selected projects, awards, and skills for PMDSU promoter review.

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Deswal Waskito

Informatics and Computer Engineering Education

Universitas Negeri Semarang - Semarang, Indonesia

I develop research-oriented software systems across AI in education, learning analytics, computer vision, Moodle/LMS development, and applied ICT products for education and health contexts.

Research Interests

AI in EducationLearning AnalyticsAdaptive LearningComputer VisionHuman-Centered SystemsMoodle Plugin Development

Skills

Research Methods

Systematic Literature Review, PRISMA, Experimental Design, R&D ADDIE, Quantitative Evaluation, Academic Writing

AI & Data

Machine Learning, Computer Vision, Learning Analytics, YOLO, MediaPipe, Face Recognition, Pose Estimation

Software Engineering

Next.js, Laravel, Moodle Plugin Development, Flask/FastAPI, PostgreSQL/MySQL, Flutter, REST API, Git/GitHub

Design & Communication

UI/UX Design, Figma, Technical Documentation, Public Speaking, Training Delivery

Research Plan

Near-termLearning analyticsMoodle plugin development

Adaptive Feedback in LMS-Based Learning

Designing adaptive feedback mechanisms in Moodle or similar LMS environments using learner activity traces, engagement signals, and learning progress indicators.

PMDSU research directionSystematic literature reviewEducational data mining

Learning Analytics for Student State Modeling

Modeling student state from behavioral traces such as activity access, submission patterns, quiz attempts, leaderboard behavior, and attendance signals.

Longer-term extensionPose estimationFace recognition

Computer Vision for Human-Centered Educational Systems

Exploring pose detection and face recognition as supportive signals for interaction, accessibility, attendance, posture analysis, or therapy-oriented learning contexts.

Publications

PublishedSinta 32025

Comparison of the Use of YOLOv11 Variations in the Empty Parking Spaces Detection System

Deswal Waskito, Dian Farah Syarifah, Rizky Ajie Aprilianto

First Author - Sainteknol: Jurnal Sains dan Teknologi

YOLOv11Computer VisionObject DetectionSmart Parking

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PublishedSinta 62025

Rancang Bangun Campus Shuttle Tracker Universitas Negeri Semarang Berbasis Modul GPS Smartphone

Deswal Waskito, Dian Farah Syarifah, Muhammad Irfan Ardiansyah, Annuruddin Tsanasti Yassar, Ghesya Arnellia Brillian, Rizky Ajie Aprilianto, Apriansyah Wibowo

First Author - Edu Elektrika Journal

Smart CampusGPSTracking SystemCampus Shuttle

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PublishedSinta 42025

Pengembangan Fitur Activity Leaderboard pada LMS Moodle sebagai Implementasi Pembelajaran berbasis Gamifikasi

Dian Farah Syarifah, Deswal Waskito, Ajeng Rahma Sudarni, Djuniadi Djuniadi

Co-author - JSTIE (Jurnal Sarjana Teknik Informatika)

MoodleGamificationLeaderboardLMS

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Projects

Health Technology

Pose Detection Application for Cerebral Palsy Therapy Guidance and Monitoring

A human-centered computer vision application for guiding and monitoring therapy movements for children with cerebral palsy.

AI Education

Moodle Face Attendance Plugin with Face Recognition

A Moodle plugin concept for attendance verification using face recognition, designed for LMS-integrated learning environments.

AI Education

Pose Detection Sports Game Website

A web-based sports game that uses pose detection as interaction input for active, embodied learning experiences.

Computer Vision

PostureSmart Pose-Based Posture Analysis Website

A posture analysis website using pose detection to identify body alignment patterns and provide structured posture feedback.

UKM RIPTEK