Voice agent enthusiast
obsessed with conversation experience.

I design voice agents
that can read the room
and earn trust.

One more thing.

This portfolio can move with your voice.

Want a guided tour?I'll hop between projects while you sit back.
Toggle below voice mode then allow the mic when asked, and we'll start talking.

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Conversation Behavior Model

Fine-tuned conversation action
models.

A fine-tuned small model that decides when to continue speaking, yield the floor, take a turn, or backchannel — from partial two-party conversation context.

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Conversation context flowing into a model that predicts conversational actionConversation turns flowing through a behavior model into a selected conversational action
MODEL
Observability

Observability
for
OpenClaw agents.

An observability dashboard for Openclaw agents that surfaces who is running, what they are calling, and why something failed.

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OpenClaw observability dashboard overview
Orchestration

AI tutor for
augmenting
human reasoning.

A retrieval-augmented math tutor that grounds explanations in curated problem sets instead of free-form guessing.

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Long-running conversation
is the next human–machine
interaction modality.