Let's build the next intelligent experience.

Strengths

I understand the principles behind deep learning and large language models, with hands-on experience in model teams and production delivery. I am familiar with data preparation from pre-training through business-side post-training/SFT, and I specialize in building benchmark systems and closing the model-evaluation loop. I work with Context and Harness Engineering to design and tune agents for real business scenarios. With product experience across software, mobile, and smart hardware, I align algorithm, engineering, and business teams to turn model capabilities into product value.