shanhui notes

i am currently an indie applied ml developer working on building applied AI products and contributing to open-source. i do some consulting work for manufacturing and supply chain firms who needs help deploying open AI models in their workflows.

i started out my career in Malaysia and Singapore working in a fast growing eCommerce and payments startup and then moved to the United States to work for a logistics growth stage startup for a few years before moving back to Asia. currently i spend my time learning to make hardware, integrating local LLMs into edge chips, and building niche vertical AI agents, visiting factories pretending to be a FDE, and writing for fun.

you can email me at shanhui@proton.me