Jimmy Lai is a Software Engineer in Instagram Infrastructure. He developed in Python and shared his experiences in PyCon TW and APAC since 2012. His recent interests include Python efficiency, profiling, optimization and asyncio. He also contributed a few asyncio bug fix and optimation to CPython. This year, he plans to share his efficiency experiences learned from large scale Python web application - Instagram.