AI & SaaS Custom Solutions
We build what
doesn't exist yet.
Bespoke AI systems and SaaS products, built from your data and shaped around your domain — not generic wrappers.
Machine Learning
Recommender Systems
Computer Vision
NLP / NER
● Available for projects
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What we do
Brand presence.
Operational depth.
We build two things that reinforce each other: the outward face your clients trust, and the internal systems your team runs on. Neither is an afterthought.
◱
Brand Websites & Digital Presence
Responsive, identity-led websites that carry weight. E-commerce, CMS, high-traffic architecture — built to hold up when it matters.
◈
Operations & Management Systems
Inventory, scheduling, HR, payroll, procurement — the unglamorous core that determines how well everything else runs.
⬡
AI & Intelligence Layer
Custom models, APIs, and ML pipelines embedded into your product — not bolted on. Recommendation, vision, NLP, retrieval: shaped around your data.
Selected work
Across industries,
built to last.
Sports clubs, design competitions, B2B trade, F&B, Japan real estate — the domain changes every time. The standard doesn't.
Sports
Otter Swim Club
Member management, course booking, facility integration — a full-stack platform for a growing swim community.
Design
TISDC 2026
AI-generated content detection and harmful content screening — built for Taiwan's largest international student design competition.
B2B Trade
EE Source
B2B electronic parts catalog, inventory and inquiry management, SEO — with a B2C platform and order system in development.
F&B · SEA
Gam Tong
AI reservation and customer service system, plus restaurant management backend — for a multi-format Hong Kong-style dining group expanding across Southeast Asia from Malaysia.
Real Estate · JP
SKON PLUS
Private villa investment platform for a Tokyo luxury design firm. Hybrid ownership booking engine, automated revenue distribution, keyless check-in via PIN, IoT home control, and AI operations agent — built from scratch under formal MOU.
Next project
Could be yours.
We take on a small number of projects at a time. If you have something worth building, we'd like to hear about it.
Get in touch
The crew
Small team.
Unreasonable depth.
A handful of people from NTUST — researchers, engineers, designers — who prefer doing the work over talking about it.
C
Czesio
Founder · Backend & AI
Spent years inside Academia Sinica and major e-commerce search teams before deciding the most interesting problems were the unsolved ones.
C
Charlene
Design & Brand
Translates product value into things people actually feel. Has taken campaigns from concept to crowdfunding, and from pixel to print.
E
Evan
Fullstack & Interaction
Gold medalist. National team. The kind of engineer who treats craft as a discipline — performance and aesthetics are not a trade-off.
L
Leo
Research · EPFL
ICLR 2025 Spotlight, first author. Studies causality, model robustness, and data. Keeps us honest about what the models actually know.
Our approach
Precise first. Warm second.
We understand the problem before proposing a solution. We move deliberately, build durably, and stay close to the outcome — not the deliverable.
The next case
Could be yours.
We take on a small number of engagements at a time — which means the ones we do take, we take seriously. If you have a problem worth solving, we'd like to hear about it.
