Long (Lyra) LIN

Long (Lyra) LIN

University of Sydney

BSc Data Science & Business Analytics

July 2024 – Expected Dec 2026

Curiosity DrivenContinuous Growth
Problem-to-Product BuilderFast Learner
Strategic CommunicatorCross-functional Collaborator
Learn to change the World.

From Data to Decisions
to Products.

I enjoy turning ambiguous problems into structured decisions, systems, and products that people can actually use.

My work sits at the intersection of analysis, strategy, and execution — combining data-driven thinking with practical judgment to move ideas from exploration to action.

Across product, business, and investment-related projects, I focus on building clear logic, testing assumptions quickly, and creating outcomes that hold up beyond presentations and theory.

Capabilities

A multidisciplinary toolkit — bridging data, strategy, and technology.

Data → Business → Product → Tech

Data & Intelligence

Uncovering patterns in complex systems.

Predictive ModelingTime Series ForecastingExperimentation (A/B Testing)SQL / SparkCausal Thinking

Engineering & Systems

Building scalable, real-world solutions.

Next.js / ReactAPI ArchitectureCloud DatabasesDeployment & ScalingObservability

Product Thinking

From insight to functional MVPs.

Product StrategyUser Problem FramingProduct ExperimentationUser ResearchRoadmappingMVP DesignPrototypingKPI FrameworksStakeholder Narratives

Business Impact

Driving decisions through structured problem-solving.

Problem StructuringBusiness ModelingGo-to-MarketDigital TransformationStakeholder Comms

Cross-Industry Experience

Applying a consistent problem-solving approach across diverse domains.

AI Product ConsultantAerotropolis South ConnectorCode Energy WaterAI × ESG Luxury Supply ChainLong BeOne, Short AkesoTemu Hong Kong Market Entry StrategyClear-Mind Challenge BottleManagement ConsultantBega Group ESG & ValuationStrategy Consulting SimulationSupply Chain OptimizationH&E Tumour vs Immune CellsCost-Efficient AlphaDisaster Risk & Insurance LeversYouTube Shorts Posting Time Impact AnalysisEducation vs Experience on EarningsEmployer Types vs Income (AU)Classifier Benchmark (Pima vs Occupancy)QSR Daily Outlet RevenueGlobal Cybersecurity Risk & Policy Intelligence ModelingPinSight: AI-Driven Audit Execution PlatformXueTu × AmapYOLO·AUCheckwise: A Multi-Agent Platform for Intelligent Audit CollaborationAI × ESG: Generative Scoring for Circular Fashion (GreenSync)XueTu MarketplaceAI Product ConsultantAerotropolis South ConnectorCode Energy WaterAI × ESG Luxury Supply ChainLong BeOne, Short AkesoTemu Hong Kong Market Entry StrategyClear-Mind Challenge BottleManagement ConsultantBega Group ESG & ValuationStrategy Consulting SimulationSupply Chain OptimizationH&E Tumour vs Immune CellsCost-Efficient AlphaDisaster Risk & Insurance LeversYouTube Shorts Posting Time Impact AnalysisEducation vs Experience on EarningsEmployer Types vs Income (AU)Classifier Benchmark (Pima vs Occupancy)QSR Daily Outlet RevenueGlobal Cybersecurity Risk & Policy Intelligence ModelingPinSight: AI-Driven Audit Execution PlatformXueTu × AmapYOLO·AUCheckwise: A Multi-Agent Platform for Intelligent Audit CollaborationAI × ESG: Generative Scoring for Circular Fashion (GreenSync)XueTu Marketplace