AI Coding Experience
Interview narrative for discussing AI-assisted coding workflows, engineering judgment, and the harness/guardrails around AI code generation tools.
AI Fluency
Interview talking points for explaining safe AI-assisted Airtable formula generation, validation, and execution boundaries.
Engineering Manager Behavioral, System Design, and Execution Interview Guide
Preparation guide for EM interviews covering technical leadership, architecture, execution, people leadership, delivery, and cross-functional influence.
Engineering Manager Behavioral Interview: Handling a Difficult Stakeholder
A structured MDX guide for answering: Tell me about a time you handled a difficult stakeholder.
Engineering Manager Behavioral Interview Guide
Behavioral interview preparation for engineering managers: leadership, execution, culture, performance, stakeholder management, data-driven decisions, and operations.
Model Foundry / MLOps Observability Interview Script
Interview narrative, metrics impact, frontend optimization techniques, visualization strategy, Core Web Vitals framing, and scenario Q&A.
Staff Frontend Platform Interview Prep
Question bank, story map, and answer frameworks for Staff Frontend / Frontend Platform interviews
Engineering Manager Strengths and Weaknesses
Interview-ready examples for answering engineering manager strengths and weaknesses questions.
How do you make tradeoffs in decision-making?
Core Principles
EM Product + Design Partnership
Behavioral and system-thinking guide for engineering managers on product vision, design partnership, web design platforms, alignment, difficult situations, and user study frameworks.
EngX Leadership Story
A staff-level leadership story about building EngX as a reusable internal platform for authentication, shared components, accessibility, performance, and seamless upgrades.
Feature Drift Leadership Story
A detailed interview narrative for explaining how I led feature drift detection from ambiguous product needs to a scalable production system.
Interview Rehearsal Plan
A four-session rehearsal guide covering frontend, backend, agentic architecture, authorization, evaluation, monitoring, and behavioral interviews.
Model Foundry AI Agent
Staff-level system design for a conversational AI agent that reuses Model Foundry metrics APIs to answer questions, detect unhealthy models, explain anomalies, and recommend approved actions.
Polymorphism vs Inheritance
Clear explanation of inheritance and polymorphism in JavaScript with practical examples.
Quant Math & Physics
Use this as an interview speaking guide, not as a formula sheet.
SQL vs NoSQL vs Time-Series
Staff-level framework for choosing SQL vs NoSQL vs time-series databases, with Model Foundry examples and tradeoffs.
Stencil Shared Components
Staff-level interview guide for designing, building, distributing, and operating a cross-framework component library with Stencil.js, including a comparison with Lit.
Web Experience
Staff-level frontend interview preparation tailored to MLOps observability, reusable EngX components, frontend reliability, performance, accessibility, and cross-functional leadership.