HEALTHCARE · AI / NLP / BACKENDMindHarbor
A mental health screening chatbot that grew from a rule-based flow into a Hybrid RAG system.
I'm Muhammad Dhimas Hadid Fachrezy — a software engineer and AI enthusiast from Pekanbaru. I turn complex problems into dependable software, from REST APIs to Hybrid RAG architectures.

A selection of products and systems I've designed, developed, and brought to life.
HEALTHCARE · AI / NLP / BACKENDA mental health screening chatbot that grew from a rule-based flow into a Hybrid RAG system.
BACKEND / WEB / SYSTEM DESIGNA centralized platform for UMKM rental, sales, inventory, transaction history, and booth location management in Riau.
> dhimas@portfolio ~ whoami
Informatics Engineering graduate from UIN Sultan Syarif Kasim Riau (GPA 3.74). I build reliable backend systems with Node.js, FastAPI, and PostgreSQL, and work on Hybrid RAG for AI-powered applications.
My research, published in a SINTA 4 journal, explores a dual-path retrieval system for a mental health chatbot. The system is now used by more than 120 medical professionals.
> dhimas@portfolio ~ ls certifications
From backend APIs to intelligent retrieval systems, these are some of the tools I use to solve real problems.
A short log of the teams, systems, and work that have shaped my engineering journey.
CHANGELOG / 01
PT Genesis Digital Indonesia
HIGHLIGHTS
CHANGELOG / 02
Technopreneurship Lab & IT Business Incubator, UIN Suska Riau
HIGHLIGHTS
CHANGELOG / 03
Warung UMKM Riau
HIGHLIGHTS
I built a Hybrid RAG system for a mental health chatbot, combining structured screening data in PostgreSQL with semantic search through Qdrant and BM25.
Published in JUPTIK, Vol. 4 No. 1, 2026.
Read PaperI’m open to opportunities in backend, software, and AI engineering. If you have a project in mind, feel free to get in touch.