About Me
Muhammad Rifqi Ma'ruf
I am a self-motivated, research-driven engineer with a Computer Science degree from Institut Teknologi Sepuluh Nopember (ITS). I believe good systems should not only work, but also be measurable, reliable, and continuously improvable toward better performance. I enjoy understanding problems from both technical and practical perspectives, then turning ideas into solutions that are useful, robust, and grounded in evidence.
Experience
Where I've worked
- Research InternNational Taiwan University of Science and Technology · Jun - Aug 2026InternshipTaipei, Taipei City, TaiwanOn-site
- Built an end-to-end retrieval pipeline combining RGT embeddings with a knowledge graph.
- Implemented document ingestion, embedding generation, graph construction, and evaluation.
- Knowledge Engineering
- Retrieval
- Knowledge Graph
- Machine Learning EngineerAvalon AI Group (PT. Automasi Visi Analitika Optima) · Oct 2025 - Jan 2026SeasonalSurabaya, East Java, IndonesiaHybrid
- Focus: Computer Vision.
- Computer Vision
- Research AssistantSoftware Engineering Laboratory, Informatics Engineering ITS · Aug - Nov 2025Part-timeSurabaya, East Java, IndonesiaOn-site
- Focus: Software Infrastructure.
- Software Infrastructure
Education
Where I studied
Bachelor's degree, Informatics Engineering
Institut Teknologi Sepuluh Nopember (ITS) · Aug 2022 - Oct 2026
Surabaya, Indonesia
Grade: 3.68 / 4.00
- Focused on machine learning, NLP, databases, and software engineering.
Mathematics and Natural Sciences (MIPA Track)
SMAN 1 Sidoarjo · Jul 2019 - May 2022
Sidoarjo, Indonesia
Publications
Research output
Augmentation-Free Semi-Supervised Contrastive Learning for Multi-Label Classification of Indonesian Regulatory Texts
Anindhita Dewabharata, Bagus Jati Santoso, Muhammad Ivan Ardianadi Afiat, Muhammad Rifqi Ma'ruf, Monalisa Gosumolo
IEEE COMNETSAT 2025
AI-Based Application for Task Management and Scheduling Student Activity
Bintang Nuralamsyah, Umi Laili Yuhana, Anny Yuniarti, Muhammad Rifqi Ma'ruf, Firania Putri Harsanti, Faiz Kautsar, Pelangi Masita Wati
IEEE ICTS 2025
Honors & Awards
Recognition
3rd Place Winner of the SMEFU National Scientific Writing Competition Part XIV
Oct 2023Issued by Himpunan Mahasiswa Teknik Informatika Universitas Siliwangi
Associated with Institut Teknologi Sepuluh Nopember (ITS)
Organizations & Volunteering
Community work
- Mar 2025 - Jan 2026
Avalon AI Group (PT. Automasi Visi Analitika Optima)
Lead ML Engineer Community
Education
- Mentored a 15-member team to build practical machine learning engineering skills.
- Initiated twice-weekly ML Tweaks sessions to improve model performance and coding practices.
- Oct 2024
idsecconf
Organizing Committee Staff of IDSECCONF 2024
Science and Technology
- Served on the organizing committee for a national seminar, overseeing the rundown and technical coordination for more than 100 participants.
GitHub
Contributions
386 contributions in the last year
Skills
Things I work with
Programming
- Python
- JavaScript
- Go
- C++
- SQL
Research
- PyTorch
- Hugging Face
Engineering
- FastAPI
- PostgreSQL
- Docker
- Git