Shalom Inchoi
I build with AI
and software.
AI engineer and full stack developer building intelligent systems - from retrieval pipelines and OCR to the apps that put them to work.
- AI Engineer
- AI Quality Analyst
- Full Stack Developer
- MLOps Engineer
I'm an AI engineer and full stack developer who likes the whole arc - training a system to read the world, then building the product that ships it.
I work across retrieval pipelines, OCR and LLM systems, and the web apps that surface them - procurement copilots, document tooling, MCP integrations. I care about quality as much as capability: systems that stay accurate and dependable once they meet real data.
Tools I reach for.
Frontend
- React
- TypeScript
- Tailwind CSS
- Next.js
Backend
- Node.js
- Python
- FastAPI
- Go
AI / LLM
- RAG
- LangChain
- PyTorch
- Hugging Face
- OpenAI API
Data / Infra
- PostgreSQL
- Supabase
- Docker
- MLOps
- Git
Things I've built.
scg-procurement-ai
AI-driven procurement assistant that reads, reasons over and routes purchasing decisions across messy supplier data.
- Python
- LLM
- RAG
worship-team-app
Worship song management for church teams - chord charts, playlists, transpose and a live presentation mode built for the stage.
- React
- TypeScript
- Supabase
- Tailwind
OCR-WeightTicket
Weight ticket OCR system that turns scanned freight tickets into structured, queryable records.
- Python
- OCR
- Computer Vision
document-degradation-simulator
Generates realistically degraded documents - noise, blur, skew and stains - to train more robust OCR pipelines.
- Python
- Imaging
bridge
An MCP bridge that keeps Poke and Obsidian in sync, so notes and context flow between the two without copy-paste.
- Node.js
- MCP
- TypeScript
ChordHub
Chord chart management with fast search, clean transposition and a library that scales with a whole team.
- TypeScript
- React
Jiggly-Garden-Dictionary
A fast, playful dictionary app - lookups that feel instant and an interface that stays out of the way.
- TypeScript
Experience
AI Engineer
SCG Procurement AI Project
Built an AI-driven procurement system - retrieval pipelines and LLM reasoning over real supplier and purchasing data.
AI Quality Analyst
RWS Work Order
Evaluated and improved model output quality, defining checks that keep AI systems accurate and dependable.
Education
B.Sc. Information & Communication Technology
Mahidol University
Final-year undergraduate. Specialization in Database and Intelligent Systems. GPA 3.15.
Let's build something.
Open to AI engineering, full stack, and MLOps work. The fastest way to reach me is GitHub or LinkedIn.