AI/ML & SoftwareEnthusiast
I'm a passionate developer specializing in Data Science, Machine Learning, and Full-stack Development. Currently studying at Universitas Gadjah Mada.
Machine Learning & AI
TensorFlow, PyTorch, Scikit-learn
Data Analysis
Python, Pandas, NumPy, Matplotlib
Web Development
Next.js, Laravel
Mobile Development
React Native, Flutter
Featured Projects
A showcase of my work in AI/ML research, web development, and innovative solutions
Production-ready NER system developed using scraped news articles and fine-tuned XLM-RoBERTa with manually labeled data to extract PER, LOC, and ORG entities for data enrichment. Deployed on production server at Semesta Data Digital.
Production-ready AI pipeline scraping 24/7 YouTube news livestreams (Kompas TV) generating structured JSON outputs with title, summary, actors, and topics using YOLO, Whisper, and Qwen for automated news intelligence.
Computer Vision system for Fukuro robot team focusing on real-time ball detection, teammate recognition, and autonomous decision-making for soccer robot competitions using advanced object detection algorithms.
Integrated and optimized AI-powered model to translate natural language queries into accurate SQL statements for web-based applications, enabling non-technical users to query databases.
AI/ML2025Sistem berbasis AI untuk membantu brand memilih influencer secara tepat, efisien, dan berbasis data dengan NLP (Sentence-BERT, fine-tuned BERT) untuk analisis konten, serta Mixed Integer Programming untuk optimasi anggaran kampanye.
AI/ML2025Sistem rekomendasi promosi berbasis AI/ML menggunakan model spesifik untuk menentukan prioritas produk, strategi diskon optimal, serta waktu promosi terbaik. Dilengkapi REST API dan Explainable AI dashboard.
AI/ML2025Penelitian menggunakan algoritma CatBoost untuk memprediksi tekanan hidrostatik dengan data oseanografi multivariabel (kedalaman, suhu, salinitas, densitas). Memberikan prediksi lebih akurat dibanding metode konvensional.
Voice-enabled RAG-based AI assistant for querying the latest police-related news, delivering recommendations and actionable insights with automated WhatsApp message delivery for POLRI tender use.
AI/ML2025Aplikasi rumah tangga untuk mencegah food waste dengan rekomendasi AI terkait porsi makanan, serta gamifikasi berupa poin & badge. Masuk Top 50 Google Solution Challenge International.
Developed custom Content Management System and company profile website for PT Kahasolusi Indonesia with backend services, API development, and data management for scalable operations.
Website for borrowing labs and equipment provided by DTEDI department. Developed to streamline lab resource management and equipment reservation for students and faculty.
National technology competition event website organized by KMTEDI SV UGM. Responsible for server-side development, API implementation, and data management as Backend Developer.
Software2025Website untuk program PIONIR UGM 2025, saya berkontribusi sebagai Frontend Developer serta mengelola Strapi CMS dan integrasi Firebase.
Software2025Inisiatif mahasiswa Batam untuk memperkenalkan perguruan tinggi melalui booth, lomba, dan talk show. Saya memimpin divisi IT dan mengembangkan website yang diakses oleh lebih dari 1.000 registran.
Software2024Aplikasi untuk mendukung mahasiswa DTEDI UGM mengakses layanan konseling dengan integrasi Google Calendar. Saya berkontribusi sebagai Full Stack Developer.
Software2025Platform layanan sertifikasi profesional UGM yang diakui BNSP. Saya membantu mengembangkan beberapa fitur website di bawah bimbingan dosen.
Software2025Website Resmi Komtaik UGM 2025. Komunitas Mahasiswa Teknologi Informasi dan Komunikasi UGM (KOMATIK UGM) adalah komunitas mahasiswa yang bergerak di bidang teknologi informasi dan komunikasi
Achievements & Recognition
Recognition for excellence in competitions, research, and professional development
Professional certification from Badan Nasional Sertifikasi Profesi (BNSP)
Fasilkom Universitas Indonesia - Advanced to finals in a national data science competition
IT Venture Universitas Sebelas Maret (UNS) - Data visualization competition
Compfest Universitas Indonesia - National business IT competition
Himpunan Mahasiswa Statistika FMIPA UGM - Data competition
International competition with FoodWise Mobile App project
Data science competition focusing on regression analysis
First place winner in national hackathon competition organized by Samsung
Kemendiktisaintek - National competition for software development
Recognition for outstanding backend development skills
Organizational Experience
Active involvement in various communities, events, and competition teams to expand technical skills and leadership experience
Data Mining & Artificial Intelligence – KOMATIK
DMAI is a student community at Universitas Gadjah Mada (UGM) consisting of students with strong enthusiasm and interest in the fields of Data Science and Artificial Intelligence. The primary objective of this community is to prepare its members for participation in the national annual competition, GEMASTIK.
- •Led teaching and mentoring activities in Data Science and Artificial Intelligence
- •Focused on technical preparation and project development for the national GEMASTIK competition
Google Developer Group on Campus
GDGoC UGM is a technology community at Universitas Gadjah Mada dedicated to enhancing students' skills in technology and innovation. It provides a platform for students to learn, collaborate, and develop tech-based projects through workshops, seminars, and hands-on sessions.
- •Focused on teaching and mentoring students in Artificial Intelligence and Machine Learning
- •Conducted academic sessions, workshops, and hands-on activities
Gadjah Mada Robotic Team (Fukuro)
Established in 2017, Fukuro is a UGM team focused on researching and developing autonomous soccer robots for national and international competitions. The name 'Fukuro,' meaning owl in Japanese, symbolizes the team's dedication and the robot's ability to perceive in all directions.
- •Developed and optimized the robot's vision system
- •Focused on object detection, image processing, and real-time tracking
Batam Campus Expo 2025
Batam Campus Expo is an initiative carried out by students from Batam City who are currently studying at well-known campuses throughout Indonesia. The expo aims to introduce Higher Education through providing stands from each campus and carrying out other activities such as competitions and talk shows.
- •Leading the IPTEK division
- •Produced a website that was accessed by a total of 1031 registrants
Google Developer Group on Campus
Preparing for the Google Solution Challenge competition, focusing on backend development for innovative tech solutions.
- •Preparing for the Google Solution Challenge competition as a backend developer
Pionir Gadjah Mada
PIONIR Gadjah Mada is a leadership and orientation program aimed at shaping young leaders with UGM values, encouraging students to explore their potential and contribute meaningfully at local and global levels.
- •Contributed as a Frontend Developer for the PIONIR Gadjah Mada 2025 website
- •Managed Strapi CMS and Firebase integration
Keluarga Mahasiswa Teknik Elektro dan Informatika (KMTEDI) SV UGM
KMTEDI is a student organization that oversees Electrical and Informatics Engineering students at UGM.
- •Contributed as a Web Developer for the official KMTEDI SV UGM website
Software Research and Development – KOMATIK
Software Research and Development (SRD) is an innovation lab focused on software development, research, and training in the field of software engineering. As a division of KOMATIK, SRD also prepares UGM students for the GEMASTIK competition in the Software Development category.
- •Prepared learning materials related to software development and taught members
- •Preparing for GELATIK competition
ASSETS
ASSETS UGM (Association of Software Engineering Technology Students) is a student association of the Software Engineering Technology program at Universitas Gadjah Mada, focusing on academic, professional, and organizational development.
- •Developed and managed the official ASSETS UGM website
- •Served as an instructor
Tech Enthusiast Day
Tech Enthusiast Day (TED) is a national technology competition event organized by KMTEDI, School of Vocational Studies, Universitas Gadjah Mada (SV UGM), focusing on various fields of technology.
- •Responsible for server-side development, API implementation, and data management