Skillset
Design of Experiments
Statistical Process Control
Process Capability (Cp/Cpk)
Data Analytics with Tableau
3D NAND Flash Memory
The SSD in your PC or Smartphone probably passed through one of these machines (left), the Applied Materials Sym 3 Etch Machine
It uses plasma to etch patterns into silicon wafers, creating labryinths of nano-scale structures called 3D NAND Flash that can store thousands of movies on a chip the size of your thumbnail
I was the customer-facing technical consultant for this machine
I worked with engineers in Santa Clara to develop new processes using Design of Experiments and data analytics to improve yield rate of the world's most advanced 7nm flash memory chips; decreased yield loss by >50%; savings estimated at >US$400k/month.
I led a 3-person team to successfully install and qualify US$20M worth of equipment as part of the high-volume ramp of the world’s most advanced flash memory chip.
*All images shown were sourced from online in accordance with NDA
Charlie Lim 2024