By day: Head of Data & Analytics, Google Cloud Southeast Asia. Petabyte-scale platforms, Fortune 500 AI transformation, the usual.

By night: AI safety research I actually care about. I built probes that catch LLMs sandbagging (90-96% accuracy), steering vectors that modify behavior at inference time, and custom Triton kernels that hit 88% peak bandwidth. All open source.

I write here because the interesting problems live in the space between research papers and production systems - and nobody's writing about that middle ground.

subhadipmitra.com