From 92b87a7098c8b3a29d3004d23d8e87b66db8b6bc Mon Sep 17 00:00:00 2001 From: kyauk <96671721+kyauk@users.noreply.github.com> Date: Tue, 6 Jan 2026 16:01:33 -0800 Subject: [PATCH] README.md added --- README-jkyauk.md | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) create mode 100644 README-jkyauk.md diff --git a/README-jkyauk.md b/README-jkyauk.md new file mode 100644 index 0000000..247e594 --- /dev/null +++ b/README-jkyauk.md @@ -0,0 +1,21 @@ +## Intro +Hi I'm Jason! I'm currently a 3rd Year at Stanford studying CS, on the AI track. I'm interested in building anything having to do with physical AI and user-centered products. I'm most comfortable in building and intergrating AI models to real world scenarios. I am trying to get better at software design, backend, and systems engineering, so hopefully this class will accelerate that. + +## Projects/Experience +My projects and experiences have primarily been around using and deploying AI models into medical scenarios, such as + +1. Built an ML pipeline to allow for real-time detection for a symptom of Parkinson's Disease called Freezing of Gait, to allow for real-time intervention. +2. Using a ResNet encoder + LSTM combo to detect what phase of surgery a physician is currently in, based off laparoscopic video +3. My current side project right now is to recreate Google's DreamerV1 world model, specifically towards a scenario of an autonomous car turning left onto a main road, with dense traffic, and occluded viewpoints. + + +On the side, I'm working with a lab within Stanford's Cancer Institute in order to build AI Agents for Pathology that explicitly keeps belief states to make it more aware of its own uncertainty, allowing for the agent to hopefully be more transparent with their decisions, and ask for more relevant data that's backed by numbers, rather than semantic feeling that it would reduce uncertainty. + +## Technical Skills I'm very comfortable in: +Python, Cloud Services, Pytorch, Scikit-learn, NumPy, Pandas, Machine + Deep Learning Frameworks + +## Skills I know but rusty in: +C/C++, SQL + +## Interests +World Models, Computer Vision, AI Agents, Drug Discovery \ No newline at end of file