Serambi.ai
Source codeAdaptive AI tutoring system for Indonesian career switchers: goal-to-skill roadmaps, Feynman-style explanations, and spaced-repetition quizzes, orchestrated as multi-agent MCP tools.
Muchsin
assalamu’alaikum السلام عليكم
I build language tools for Arabic-script languages, from Pegon transliteration to RAG research.
Software engineer at UNNES working on NLP and RAG. Currently building with SvelteKit and Laravel.
Background
About
I grew up as a santri, an Islamic student, where classical Arabic grammar (nahwu) and the Pegon script were part of everyday study. That background shaped how I think about language: as structure, precision, and knowledge passed across generations.
Today I am a software engineer and master's student at UNNES, working on retrieval-augmented generation (RAG) and building NLP tools for Arabic-script languages. My work spans web engineering, machine learning research, and community platforms.
Focus areas
- NLP & transliteration
- RAG / LLM research
- Web engineering
- Computational Islamic humanities
Selected work
Projects
A selection of things I have built, from open-source language tools to client work.
Keuangan Siswa
Finance administration app for SMP Takhassus Al-Qur'an: it replaces a fragile shared Excel workbook with structured student billing, automated payment allocation, and immutable audit trail. All data shown in the prototype is fictional (sample data).
Pegonku
Transliteration engine for the Pegon script, Javanese written in Arabic script, converting between Pegon and Latin with high fidelity.
Pemuda Inklusi
Community platform for inclusive youth development, built with the community, for the community.
Tokodifabel
E-commerce site for a fashion brand, from design to launch: WordPress/WooCommerce with GSAP-driven interactions.
TQA RAG Playground
Research playground for my master's thesis: a RAG pipeline over a thesis question-answering dataset, trained and evaluated on UNNES's HPC cluster.
Get in touch
Contact
The fastest way to reach me is through GitHub or LinkedIn. I'm open to research collaborations, freelance work, and good conversations about language and code.