60/25/15 algorithmic, system design, debugging live code. Calibrated to Blind 75.
Statistical reasoning, notebook-style coding, model interpretation. No boilerplate.
Frontend to backend to deploy. API design, React state, zero-downtime scenarios.
Server-side architecture, DB design, API scalability. Query optimization to rate limiters.
Coming soonRendering performance, accessibility, browser internals. Beyond 'can you write React.'
Coming soonProduction ML systems. Training pipelines, feature stores, MLOps. Not just theory.
Coming soonInfrastructure thinking, incident response, IaC. 2 AM pager goes off — what do you do?
Coming soon100% conversational. Problem framing, prioritization, metrics, stakeholder communication.
Coming soon