I work across disciplines
I connect planning, content, information architecture, and development into one flow — reducing what gets lost between planning and building.
About · Lina Noh (노신예)
From real-world complexity to products,
from product questions to research.
As a Human-Centered AI Product Builder, I turn recurring complexity into understandable flows and working software.
Journey
From the field to products, from products to research
01 · Start
The field
Supporting and operating an edtech business, I experienced first-hand the complexity created by different users and field constraints.
02 · Shift
Products
Instead of leaving problems as documents, I began structuring them directly into web, software, and automation products.
03 · Now
AI products
With Dear Me and TonePilot, I design AI automation, explanation, and user control for everyday life and creative work.
04 · Next
Research
I aim to study the conditions under which people understand and confidently direct AI, through graduate research in Human-Centered AI / HCI.
How I Work
Role and attitude
I separate my contribution
I don't claim a team's results as my own; I distinguish the operations, requirements, documents, and prototypes I was directly responsible for.
I call learning "learning"
Skills I'm still learning are labeled Learning on the Skills page, never listed as if mastered.
I don't hide failures or next plans
Openly sharing failures, pauses, and next steps is part of how I earn trust.
Philosophy
Five principles
| People first | Start from people's recurring burdens, not from technology. |
| Speak of change | Talk about the understanding, time, and confidence users gain — not features. |
| Correctable AI | Aim for AI that admits it can be wrong and can be fixed, rather than "perfect" AI. |
| Preserve control | Automation must never take away the user's control. |
| Reasons as evidence | Show why something was designed that way, not just that it was built. |
Beyond Work
Outside of work
I play guitar and love band music — TonePilot began there. Wanting to truly understand my own living expenses became Dear Me. Both projects started from complexity I experienced myself.
Verified facts only
Details of education, career, and certifications appear only as verified facts in the CV, kept consistent with this page.