M Rheza Pramuditha Dewangga

M Rheza Pramuditha Dewangga

Informatics Graduate | AI/ML Engineer | Web Developer | Data Engineer | Bangkit 2024

Bachelor of Informatics from Universitas Pembangunan Nasional “Veteran” Yogyakarta. Primary interests and specializations include Web Development, Machine Learning, Data Science, and Data Analysis. Proficient in various programming languages and actively involved in campus robotics activities, which have strengthened analytical skills, problem-solving abilities, and team collaboration. The combination of my academic background, professional experience, and technical expertise makes me ready to contribute to technology projects and data-driven solution development.

Profile Photo @ graves Default Profile
SYS.CORE
1+ Years
Experience
System Diagnostics & Info
Comms/Email muhammadredewa@gmail.com
Node/Location Bantul, DI Yogyakarta, Indonesia
Operational.Status Active & Available

Professional Journey

Computer Systems Administrator (Programmer) | Internship MagangHub by Kemnaker

Politeknik ATK Yogyakarta
Dec 2025 – Present
  • Application Development: Designing, building, and testing academic information systems and campus digital services end-to-end.
  • System Maintenance: Performing updates, bug fixes, and performance optimisation on all internal applications to ensure stable and secure operation.
  • Data Management: Managing the campus database and ensuring accurate data synchronisation with the central database (PDDIKTI).
  • Technical Support: Compiling system documentation and providing technical guidance to lecturers, staff, and students on the use of applications.

Administrative Assistant | PKWT (Fixed-Term Contract)

PT. Muara Mitra Mandiri
Oct 2025 – Dec 2025
  • Manage the Accurate system, including inventory input, stock updates, and recording of incoming/outgoing goods transactions.
  • Manage finances and inventory data for approximately 1,300 items, ensuring consistency between stock in the store and in the system.
  • Perform manual and digital bookkeeping using Excel for report preparation and administrative documentation.

IT Staff | Intership

PT. Muara Mitra Mandiri
Jul 2024 – Dec 2024
  • Performed regular maintenance and continuous development of the company’s information systems to ensure reliability and up-to-date functionality.
  • Collaborated closely with the IT team to design, develop, and deploy system solutions aligned with company needs.
  • Monitored system performance, identified bottlenecks, and implemented optimization strategies to improve operational efficiency.
  • Prepared periodic technical and performance reports summarizing the system’s development progress and maintenance outcomes.

Mobile Developer Team

Bangkit Academy 2024 - Mobile Development Cohort | Internship
Jan 2024 – Jul 2024
  • Developed Android applications using Kotlin, Android Studio, Firebase, and MVVM architecture.
  • Built PneumoVision, an application for quickly detecting pneumonia with an accuracy rate of 85-90%.
  • Delivered a functional, high-performing app while enhancing skills through Google’s curated curriculum.

Team Leader Capstone Project

Bangkit Academy 2024 - Mobile Development Cohort | Internship
Jan 2024 – Jul 2024
  • Led a cross-functional team of 7 members from Mobile Development, Machine Learning, and Cloud Computing cohorts, ensuring smooth collaboration and timely project delivery.
  • Oversaw the development of PneumoVision, a pneumonia detection Android application, by integrating ML models and Google Cloud services into a mobile platform.
  • Coordinated project milestones, delegated tasks, and facilitated communication across cohorts, resulting in a functional, high-performing application recognized as a successful capstone project.

Team Member (Mechanical Racing Plane Division)

RUVY - Robotics UPN “Veteran” Yogyakarta | Community
Jul 2023 – Dec 2024
  • Served as Mechanical Engineer for the Racing Plane Division at KRTI, responsible for assembling, maintaining, and optimizing UAV structures and propulsion systems.
  • Designed and implemented improvements in airframe durability, propulsion alignment, and component integration to ensure peak performance during testing and competitions.
  • Conducted troubleshooting, repairs, and performance tuning during field trials, contributing to the team’s competition readiness and technical achievements.

Education & Training

Universitas Pembangunan Nasional "Veteran" Yogyakarta

Bachelor of Informatics
2021 – 2025
Industrial Engineering
GPA // 3.67
  • Thesis: Implementation of a Combination of Random Forest and Extreme Gradient Boosting Methods in Delay Time Prediction of Construction Projects to Minimize Delay Risk
  • Focus: Web Development, Data Analyst, & UI/UX Design.

SMA Negeri 5 Purwokerto

MIPA
2018 – 2021
Saintek
GPA // 90.33

Studied Natural Sciences, which provided a foundation in computational thinking, algorithmic logic and strong analytical skills. This background in the exact sciences has greatly supported my interest and initial foundation in the field of information technology, particularly programming, application development and data processing.

Supporting IT Skills: Mathematical Logic, Basic Algorithms, Analytical Thinking.

Extracurricular Activities: Joined the school’s computer science/robotics club to deepen my understanding of technical logic outside of formal lessons.

Featured Projects

Project Cover

PneumoVision - Pneunomonia Detection App

Through its participation in Google’s Bangkit Academy programme, this project has successfully launched PneumoVision, a production-ready Android app for detecting pneumonia with an accuracy rate of 85–90%. The app was developed using Kotlin, Android Studio and Firebase, and employs an MVVM architecture to ensure optimal performance and code structure. Furthermore, the system integrates machine learning technology and cloud-based services to provide real-time X-ray analysis.
kotlin androidstudio mvvm tensorflow firebase
Project Cover

Construction Delay Prediction using Hybrid Random Forest–XGBoost Ensemble Final Project

Developed a hybrid Random Forest–XGBoost model for predicting construction project delay time. Integrated both algorithms using a Stacking Regressor with Ridge Regression as the meta-learner.
googlecolab python XGBoost numpy scikitlearn pandas Ridge Regression (Stacking) matplotlib
Project Cover

Aplikasi Sistem Pergudangan

A web-based inventory system designed to manage the inflow and outflow of goods efficiently, accurately and in real time. This project was developed to digitise warehouse record-keeping at PT Muara Mitra Mandiri, featuring a modern and responsive interface.
php mysql tailwindcss javascript
Project Cover

Aplikasi Sistem Maintenance Lab

Mainten-Lab is a web-based laboratory maintenance management information system specifically designed to digitize and automate the entire flow of laboratory equipment maintenance requests and handling at the Yogyakarta ATK Polytechnic. This application streamlines administrative processes by providing a transparent reporting system, real-time tracking status updates, and integrated laboratory asset inventory management to support the institution's operational efficiency.
php laravel javascript css3 html5 javascript mysql

Capabilities & Tech Stack

The following are the key areas of expertise and technological specialisations that form the focus of my professional career. By combining the development of full-stack web and mobile applications with the application of machine learning and data analysis, I am committed to bridging the gap between technological innovation and practical solutions that have a direct impact on an organisation’s operational efficiency.

php
laravel
mysql
python
jupyter
canva
frammer
tableau
figma
Office
vscode
androidstudio
googlecolab
github


@ graves

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Web Development
UI/UX Design
Machine Learning
Data Specialist

Verified Credentials

The following is a record of the professional certifications, academic awards and formal qualifications I have obtained through various training programmes and reputable institutions. Each of these achievements reflects my commitment to continuous professional development, the formal validation of my technical expertise, and ensuring that my capabilities remain aligned with modern industry standards and quality.

Microsoft Excel for Professional Baginner Issued by Data// Coding Studio
Dec 2025 · HEX_ID: 25079829807
WordPress Development Issued by Data// Special Skill Indonesia
Nov 2025 · HEX_ID: SSB28P036
Figma for UI/UX Design Issued by Data// MySkill
Nov 2025 · HEX_ID: 292051/DTA/LM/...
Data Analyst Fundamental Issued by Data// MySkill
Nov 2025 · HEX_ID: 290447/UIX/LM/...
Microsoft Excel Issued by Data// Harisenin.com
Nov 2025 · HEX_ID: HSBK-EX/015/11...
Intro to Software Engineering Issued by Data// RevoU
Oct 2025 · HEX_ID: CCSE 201025-01...
Intro to Data Analytics Issued by Data// RevoU
Oct 2025 · HEX_ID: DAMC 20102025-...
DSF 44 - Cyber Security Issued by Data// dibimbing.id
Oct 2025
Bangkit Academy (Mobile Development) Issued by Data// Bangkit by Google, GoTo, Traveloka
Jul 2024 · HEX_ID: BA24/GRAD/XXIV...