Interview prep, written to actually help.
Real question guides for the roles I know best, plus honest notes on how SideSense is built and why. No filler, no content quota.
Python Interview Questions and Answers for 2026
The Python questions that actually come up, from mutable defaults to the GIL, with short answers you can say out loud.
Data Scientist Interview Questions and Answers for 2026
Stats, modeling, and the case-study questions that decide data science interviews, with answers a hiring manager wants to hear.
Machine Learning Interview Questions and Answers for 2026
From gradient descent to transformers and MLOps, the ML questions that come up and how to answer them without hand-waving.
Why I built a coach and a copilot, not just a copilot
Every interview AI helps you during the call and abandons you after it. I wanted the opposite: something that makes you better.
Local-first interview AI: what on-device actually means
Everyone says private now. Here is the concrete difference between processing on your machine and processing on someone else's.
BYOK vs managed credits: why I let you bring your own key
Metered credits are great for the company selling them. Here is why SideSense lets you run local or bring your own key instead.
What the Cluely breach taught me about privacy
A rival leaked data on tens of thousands of users. It did not make me gloat. It confirmed the whole reason I went local-first.
Practice like it's real. Perform like a pro.
SideSense is a local-first AI interview copilot. Free while in early access.