Thoughts, stories and ideas.
I'm equal parts ML Engineer and backend engineer. I think in models, services, queues, and databases. The browser has always been someone else's problem. So when I decided to build PromptMask — a privacy-first Chrome extension powered by on-device AI — I expected the frontend world to feel
Governance, risk allocation, and system design are doing more work than your benchmark score. There is a particular kind of confidence that comes from a good safety benchmark score. Your model refused harmful prompts. It passed the red-team suite. The evaluation report is clean. You ship. [7] Then something goes
A lot of the best ML data is the least portable. Hospitals can’t centralize patient records. Banks can’t ship transaction logs. Phones generate rich signals that never leave the device. Even when data movement is technically feasible, it’s often blocked by privacy commitments, regulation, contracts, or internal
Everybody knows about ChatGPT. A few know about Llama. Fewer know about Mamba. But there is new word doing the rounds- RAG and Enterprise LLM. Well those are two-technically three words. But you get what I am saying-there is a new baby in town. Well the thing is this baby
Close your eyes. Imagine. No...scratch that. Read this first. Imagine a Lone Ranger- an assassin on a hunt. Sun going down the desert, light shimmering on the sand- playing tricks on the eyes. Imagine music playing in the background- something that fills you with anticipation, something that inspires, something