Long (Lyra) LIN
University of Sydney
BSc Data Science & Business Analytics
July 2024 – Expected Dec 2026
Fast LearnerCuriosity Driven
Strategic CommunicatorCross-functional CollaboratorProblem-to-Product Builder
Learn to change the World.
From Data to Decisions
to Products.
I don’t just analyze — I build.
Starting from data, I uncover what’s really happening in complex systems, then translate that into strategy, product design, and working prototypes.
What sets me apart is range: I move fast across industries, collaborate across functions, and turn ambiguous problems into shipped solutions.
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.
Exploration Across Industries
Business AnalystPOS / Payments IT Audit CaseInvisible GuardianLong BeOne, Short AkesoClear-Mind Challenge BottleManagement ConsultantAutomotive Supply Chain ESGDigital Consulting SimulationAerotropolis South ConnectorSupply Chain Optimization (24h)H&E Tumour vs Immune CellsCost-Efficient AlphaHuman–AI Dialogue MiningEducation vs Experience on EarningsDisaster Risk & Insurance LeversEmployer Types vs Income (AU)Classifier Benchmark (Pima vs Occupancy)QSR Daily Outlet RevenueMCM/ICM Modeling SolutionAgentLens — AI Agent Evaluation PlatformPinSight: AI-Driven Audit Execution PlatformAccessible Media Interpretation PlatformCheckwise: A Multi-Agent Platform for Intelligent Audit CollaborationAI × ESG: Generative Scoring for Circular Fashion (GreenSync)XueTu MarketplaceBusiness AnalystPOS / Payments IT Audit CaseInvisible GuardianLong BeOne, Short AkesoClear-Mind Challenge BottleManagement ConsultantAutomotive Supply Chain ESGDigital Consulting SimulationAerotropolis South ConnectorSupply Chain Optimization (24h)H&E Tumour vs Immune CellsCost-Efficient AlphaHuman–AI Dialogue MiningEducation vs Experience on EarningsDisaster Risk & Insurance LeversEmployer Types vs Income (AU)Classifier Benchmark (Pima vs Occupancy)QSR Daily Outlet RevenueMCM/ICM Modeling SolutionAgentLens — AI Agent Evaluation PlatformPinSight: AI-Driven Audit Execution PlatformAccessible Media Interpretation PlatformCheckwise: A Multi-Agent Platform for Intelligent Audit CollaborationAI × ESG: Generative Scoring for Circular Fashion (GreenSync)XueTu Marketplace
AI Product ConsultantSmart Green HomestayCode Energy WaterHumanoid Robot GTMMen’s Beauty Tech ConceptAI × ESG Luxury Supply ChainBega Group ESG & ValuationStrategy Consulting SimulationPolicy Package EvaluationSubsidy Incrementality (PSM)Growth-Based Repricing FrameworkPosting Window Lift ModelNVDA Cycle ForecastWine Quality DriversDATA1X01 Learning SurveySydney SA2 Resource IndexEngagement & Herding SignalsAPMCM Modeling SolutionAI Product ResearcherFoodGuard — AI Nutrition & Allergen AssistantYOLO·AUYOLO Growth Stock PlatformPromptathon PrototypeAussie AdventureXueTu × AmapAI Product ConsultantSmart Green HomestayCode Energy WaterHumanoid Robot GTMMen’s Beauty Tech ConceptAI × ESG Luxury Supply ChainBega Group ESG & ValuationStrategy Consulting SimulationPolicy Package EvaluationSubsidy Incrementality (PSM)Growth-Based Repricing FrameworkPosting Window Lift ModelNVDA Cycle ForecastWine Quality DriversDATA1X01 Learning SurveySydney SA2 Resource IndexEngagement & Herding SignalsAPMCM Modeling SolutionAI Product ResearcherFoodGuard — AI Nutrition & Allergen AssistantYOLO·AUYOLO Growth Stock PlatformPromptathon PrototypeAussie AdventureXueTu × Amap
Featured mission
Structured problem-solving across real-world business and data challenges.
Supply Chain Optimization (SUDATA × SUBAA Datathon)
First Place · Supply Chain / Operations
H&E Tumour vs Immune Cells
Pathology · Medical Imaging
Aussie Adventure
Hackathon · Travel / Consumer App
Long BeOne, Short Akeso
UBS Finance Challenge 2026 · Equity Research
Technology Risk & ESG Consulting
Industry Internship · Banking / Risk / ESG