Liyang Guo

I helped life sciences and healthcare businesses make strategic choices by structuring ambiguous problems, bringing together evidence and analysis, and aligning senior stakeholders.

At Simular, I brought my strategy experience into a new context: how to bring an AI agent product to market.

I owned pricing, led customer discovery to refine ideal customer profiles, and shaped a B2B pitch that connected the technology’s strengths to customer value.

We built Warmly to help MBA students network toward their career goals. After finding students already used Claude Code and Codex for networking, we shifted from a standalone app to tools their assistants could use.

Warmly connects those assistants to LinkedIn, saved contact context and a personal dashboard.

AI can imagine beautiful interiors. I wanted it to work with the room someone actually has.

Roomora redesigns interiors while preserving the room’s layout. I built the product from the image-generation workflow through to the interface and checkout.

Our team of four built Alan Sleep, a voice companion for sleep support, at the Alan × Mistral AI hackathon.

I championed voice as a more natural interaction for this setting, then designed and tested the prompts and response logic. We won the Alan Play Challenge.

After years of making consulting decks, I see HTML as a more expressive medium for presentations in the AI era.

I built Orra so people can visually edit what an AI agent creates. It gives people and agents a shared canvas, making it easier to move between generation and human refinement.

For the INSEAD Venture Competition, I’m developing a voice-led assignment experience with Sanket Kashyap to make students’ reasoning visible.

Students read a case, discuss their assumptions and defend their choices. The proposed deliverable records how they reached a view, what changed and which questions remain.

I organised and led a hands-on Claude Code workshop at INSEAD’s Singapore campus.

Through live demos and time to build, classmates explored creating HTML presentations with skills and building a reusable job-search workflow. I wanted to give them the confidence and a practical starting point to build with AI.