WIGTN Crew

An AI-native engineering crew.

Built fast. Shipped often. Sometimes peer-reviewed.

What we do

We ship across four fronts.

An independent crew of 5 AI engineers. We start from real-world friction and take ideas all the way to production-grade systems — across research, awards, open source, and products.

Research
Pursuing peer-reviewed research at top NLP venues like ACL and EMNLP.
Awards
Competing at international AI hackathons run by ByteDance, Snowflake, Google, and more.
Open Source
Building tools the developer community can actually use — plugins, npm packages, model weights.
Products
Shipping AI-native consumer and B2B products that solve real friction.

What we build

What we've shipped.

ACL 2026 Accepted

WIGVO

Real-time voice translation for phone calls — call anyone, in any language, with zero echo-loop incidents across 148 production calls.

ACL 2026 — System Demonstrations

GitHub Video

EMNLP 2026 In Prep

WigtnOCR

A 2B-parameter document parser that reads Korean government forms as accurately as a model 15x its size — ranked #1 on KoGovDoc.

EMNLP 2026 — Industry Track

GitHub HF

Who we are

Five engineers shipping production AI, end to end.

김형섭Harrison Kim

Founder & Crew Lead

AI Research Engineer & Engineering Part Lead at BrainCrew (LangChain Global Partner Co.)

Ex-Hyundai E&C

Former construction PM with a decade of large-scale project experience. Now leading WIGTN, focused on AI modeling, product development, and applied research in GPU-accelerated computing.

손상우Diego Son

AI Engineer

AI Engineer & AX Team Lead

Builds LLM-powered applications and autonomous agent systems. Focuses on multi-agent orchestration and workflow automation.

김진모Eric Kim

MLOps Engineer

DevOps Engineer

Manages full MLOps pipelines with Docker, Kubernetes, and CI/CD. Also serves as the team's DBA and leads UI/UX direction.

김현상Maximus Kim

AI Product Engineer

Full-Stack Developer & MX Team Lead

Mobile-first full-stack engineer covering the entire 3-tier stack with React Native. Focused on software engineering craft rather than model development.

조현우David Cho

AI Product Engineer

Full-Stack Developer

Web-focused full-stack engineer who builds across the 3-tier architecture. Brings mobile experience with React Native and leverages AI-native tooling for rapid delivery.