About Me

The Story Behind the Vision

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Logan's Learning Map

A dynamic roadmap of the skills and tools I am exploring — one at a time.

Generalist

Tools and capabilities used across every stage of product development.

Product StorytellingCross-Functional CommunicationPrompt CraftingDocumentationAI CollaborationKnowledge ManagementStrategic ThinkingChatGPTClaudePerplexityNotion

Discovery & Research

Understand users, validate problems, and uncover valuable opportunities.

User ResearchJobs to Be DoneAssumption MappingOpportunity FramingAI Use Case DiscoveryUser InterviewsDovetailTypeform

Design & Prototyping

Shape, test, and iterate on concepts before writing code.

PrototypingUser FlowsJourney MappingAI UXFigmaFramerWebflowv0.devBoltLovable

Execution & Delivery

Define, build, and launch valuable AI-powered features.

MVP PlanningPRD WritingRoadmappingTech HandoffLinearJiraClickUp

Experimentation

Test assumptions and reduce risk through data-driven iteration.

A/B TestingHypothesis DesignExperiment BacklogOptimizelyLaunchDarklySplit.ioVWO

Analytics & Insights

Measure product health, user behavior, and long-term success.

Funnel AnalysisNorth Star MetricRetention MetricsGoogle AnalyticsAmplitudePostHog

AI & Technical Fluency

Build literacy in AI systems to collaborate, scope, and lead effectively.

AI LiteracyPrompt EngineeringModel MetricsGitHubVS CodeCopilotCursor

AI Tools & Infrastructure

Use APIs, frameworks, and libraries to bring intelligent features to life.

Model SelectionAI EvaluationOpenAI APIHugging FaceLangChainPineconeChroma

Cloud AI & Deployment

Scale your AI systems through cloud infrastructure.

Model MonitoringModel Drift DetectionAWS SageMakerAzure Cognitive ServicesMLflow

MLOps & Model Operations

Maintain, monitor, and evolve models in production environments.

Model Monitoring & ObservabilityExperiment TrackingFeedback Loop IntegrationWeights & BiasesSeldonBentoMLGreat Expectations

Data & BI

Make informed decisions independently using data.

Basic SQLData TransformationLookerMetabasedbt