Expert data scientist for advanced analytics, machine learning, and

Expert data scientist for advanced analytics, machine learning, and

Expert data scientist for advanced analytics, machine learning, and

Expert data scientist for advanced analytics, machine learning, and

Expert data scientist for advanced analytics, machine learning, and

Expert in building scalable ML systems, from data pipelines and model training to production deployment and monitoring.

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Find the angle that makes something sell. Use when launching a product, creating a lead magnet, writing a landing page, crafting an offer, or when marketing isn't converting. Triggers on: find...

Manage database schema with Drizzle ORM and SQLite migrations. Use when adding tables, modifying columns, creating indexes, or running migrations. Activates for database schema changes, migration...

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Transform emotional reactions or venting messages from collaborators into professional, diplomatic responses suitable for difficult workplace situations with toxic managers.

Design Session - collaborative brainstorming to turn ideas into actionable implementation plans using the Unified Pipeline methodology. Use when user types "ds" or wants to explore/design a...

React Three Fiber core setup, Canvas configuration, scene hierarchy, camera systems, lighting, render loop, and React integration patterns. Use when setting up a new R3F project, configuring the...

Handle mental health crisis situations in AI coaching safely. Use when implementing crisis detection, safety protocols, emergency escalation, or suicide prevention features. Activates for crisis...

Expert page layout and grid system design

Systematic debugging process for Laravel applications - ensures root cause investigation before attempting fixes. Use for any Laravel issue (test failures, bugs, unexpected behavior, performance problems).

Design visual layouts and compositions for web and print. Creates balanced designs with typography, color, and spacing principles applied consistently.

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Use when writing or reviewing career documents including research statements, teaching statements, diversity statements, CVs, or biosketches. Invoke when user mentions research statement, teaching...

Product interaction and UX expert. Use when reviewing UI/UX, conducting heuristic evaluations, designing user journeys, applying cognitive psychology principles, or ensuring WCAG 2.2 accessibility...