Long (Lyra) LIN
University of Sydney
Bachelor of Science
Data Science & Business Analytics
July. 2024 - Expected Dec. 2026
Lifelong LearnerCuriosity DrivenImpact CreatorData StorytellerProblem-to-Product Builder
Learn to change the World.
Driven by a passion for data, I begin with analytics to understand complex systems, uncover patterns, and translate them into strategy and action. I design product solutions grounded in insight, and bring them to life through full-stack prototyping.
My work connects data, business, and technology — turning understanding into measurable impact.
Skills
A multidisciplinary toolkit for innovation and growth.
Build • Analyze • Strategize • Transform
Data & Analytics
Predictive ModelingTime Series ForecastingExperimentation (A/B Testing)Data Engineering (Spark, SQL)Data Storytelling (Power BI, Tableau)
Product & Strategy
User ResearchMarket AnalysisRoadmappingMVP DesignPrototypingKPI Frameworks
Business & Consulting
Stakeholder CommunicationProblem StructuringBusiness ModelingIndustry AnalysisDigital TransformationGo-to-Market Strategy
Technical Build
Next.js / ReactSystem DesignCloud DatabasesAPI ArchitectureDeployment & Scaling
INDUSTRY DIVERSITY
Exploring multiple worlds.
A rolling feed across business, data, and product. Each pill is tinted by its “planet” so you can scan how I move between industries.
ORBIT FEED · MULTI-INDUSTRY TRAILS
Business AnalystHR Consulting · People Analytics · EnterpriseOpenPOS / Payments IT Audit CaseRetail Tech · Payments · IT AuditOpenInvisible GuardianIndustrial Brand · B2B · MarketingOpenHumanoid Robot GTMHumanoid Robotics · Advanced Manufacturing · AI HardwareOpenMen’s Beauty Tech ConceptBeauty · Consumer Goods · Men's SkincareOpenAI × ESG Luxury Supply ChainLuxury · Supply Chain · ESGOpenBega Group ESG & ValuationDairy · Consumer Staples · ESGOpenStrategy Consulting SimulationConsulting · Strategy · Business ServicesOpenPolicy Package EvaluationBanking · Public Policy · MacroeconomicsOpenSubsidy Incrementality (PSM)E-commerce · Local Services · FinanceOpenGrowth-Based Repricing FrameworkFinance · Asset Management · Public PolicyOpenHuman–AI Dialogue MiningBeauty · Consumer Services · AI TrainingOpenEducation vs Experience on EarningsLabor Economics · Education · Public PolicyOpenDisaster Risk & Insurance LeversInsurance · Public Policy · Climate RiskOpenEmployer Types vs Income (AU)Labor Economics · Public PolicyOpenClassifier Benchmark (Pima vs Occupancy)Healthcare · Machine LearningOpenQSR Daily Outlet RevenueRetail · Hospitality · FinanceOpenMCM/ICM Modeling SolutionResearch · Applied MathOpenAgentLensAI · Developer Tools · SoftwareOpenAI + Audit Product ConceptProfessional Services · Audit · EnterpriseOpenTech-for-Good PrototypeSocial Impact · Media · AccessibilityOpenInnovation Day SprintProfessional Services · Audit · EnterpriseOpenCircular Fashion ESG ScoringFashion · ESG · SustainabilityOpenXueTu MarketplaceEducation · Local ServicesOpenBusiness AnalystHR Consulting · People Analytics · EnterpriseOpenPOS / Payments IT Audit CaseRetail Tech · Payments · IT AuditOpenInvisible GuardianIndustrial Brand · B2B · MarketingOpenHumanoid Robot GTMHumanoid Robotics · Advanced Manufacturing · AI HardwareOpenMen’s Beauty Tech ConceptBeauty · Consumer Goods · Men's SkincareOpenAI × ESG Luxury Supply ChainLuxury · Supply Chain · ESGOpenBega Group ESG & ValuationDairy · Consumer Staples · ESGOpenStrategy Consulting SimulationConsulting · Strategy · Business ServicesOpenPolicy Package EvaluationBanking · Public Policy · MacroeconomicsOpenSubsidy Incrementality (PSM)E-commerce · Local Services · FinanceOpenGrowth-Based Repricing FrameworkFinance · Asset Management · Public PolicyOpenHuman–AI Dialogue MiningBeauty · Consumer Services · AI TrainingOpenEducation vs Experience on EarningsLabor Economics · Education · Public PolicyOpenDisaster Risk & Insurance LeversInsurance · Public Policy · Climate RiskOpenEmployer Types vs Income (AU)Labor Economics · Public PolicyOpenClassifier Benchmark (Pima vs Occupancy)Healthcare · Machine LearningOpenQSR Daily Outlet RevenueRetail · Hospitality · FinanceOpenMCM/ICM Modeling SolutionResearch · Applied MathOpenAgentLensAI · Developer Tools · SoftwareOpenAI + Audit Product ConceptProfessional Services · Audit · EnterpriseOpenTech-for-Good PrototypeSocial Impact · Media · AccessibilityOpenInnovation Day SprintProfessional Services · Audit · EnterpriseOpenCircular Fashion ESG ScoringFashion · ESG · SustainabilityOpenXueTu MarketplaceEducation · Local ServicesOpen
ORBIT FEED · CROSS-SECTOR EXPERIMENTS
AI Product ConsultantNonprofit · Education · Senior Care · AI ApplicationsOpenSmart Green HomestaySustainability · Climate · TourismOpenCode Energy WaterBeverage · Consumer Goods · Brand InnovationOpenClear-Mind Challenge BottleFMCG · Dairy · Consumer GoodsOpenManagement ConsultantNonprofit · Sports · CommunityOpenAutomotive Supply Chain ESGAutomotive · Supply Chain · ESGOpenDigital Consulting SimulationConsulting · Technology · TransformationOpenAerotropolis South ConnectorInfrastructure · Transport · Public SectorOpenSupply Chain Optimization (24h)Supply Chain · Operations · E-commerceOpenH&E Tumour vs Immune CellsHealthcare · Medical Imaging · Machine LearningOpenPosting Window Lift ModelEntertainment · Creator Economy · MarketingOpenNVDA Cycle ForecastFinance · SemiconductorsOpenWine Quality DriversFood & Beverage · Agri-foodOpenDATA1X01 Learning SurveyEducation · Higher EdOpenSydney SA2 Resource IndexUrban Analytics · Public PolicyOpenEngagement & Herding SignalsEntertainment · Social Media · MarketingOpenAPMCM Modeling SolutionResearch · Applied MathOpenAI DevelopmentNonprofit · AI ApplicationsOpenFoodGuardHealthTech · Consumer AppOpenYOLO·AUSocial · Community · Creator EconomyOpenYOLO Growth StockCommunity · Career · EdTechOpenPromptathon PrototypeAI · Enterprise SoftwareOpenAussie AdventureTravel · Consumer AppOpenXueTu × AmapEducation · Location ServicesOpenAI Product ConsultantNonprofit · Education · Senior Care · AI ApplicationsOpenSmart Green HomestaySustainability · Climate · TourismOpenCode Energy WaterBeverage · Consumer Goods · Brand InnovationOpenClear-Mind Challenge BottleFMCG · Dairy · Consumer GoodsOpenManagement ConsultantNonprofit · Sports · CommunityOpenAutomotive Supply Chain ESGAutomotive · Supply Chain · ESGOpenDigital Consulting SimulationConsulting · Technology · TransformationOpenAerotropolis South ConnectorInfrastructure · Transport · Public SectorOpenSupply Chain Optimization (24h)Supply Chain · Operations · E-commerceOpenH&E Tumour vs Immune CellsHealthcare · Medical Imaging · Machine LearningOpenPosting Window Lift ModelEntertainment · Creator Economy · MarketingOpenNVDA Cycle ForecastFinance · SemiconductorsOpenWine Quality DriversFood & Beverage · Agri-foodOpenDATA1X01 Learning SurveyEducation · Higher EdOpenSydney SA2 Resource IndexUrban Analytics · Public PolicyOpenEngagement & Herding SignalsEntertainment · Social Media · MarketingOpenAPMCM Modeling SolutionResearch · Applied MathOpenAI DevelopmentNonprofit · AI ApplicationsOpenFoodGuardHealthTech · Consumer AppOpenYOLO·AUSocial · Community · Creator EconomyOpenYOLO Growth StockCommunity · Career · EdTechOpenPromptathon PrototypeAI · Enterprise SoftwareOpenAussie AdventureTravel · Consumer AppOpenXueTu × AmapEducation · Location ServicesOpen
MISSION HIGHLIGHTS
Top Missions
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Supply Chain Optimization (24h)
Datathon · Supply Chain / Operations
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H&E Tumour vs Immune Cells
Course project · Healthcare / Medical Imaging
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Aerotropolis South Connector
Case · Infrastructure / Transport
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Aussie Adventure
Hackathon · Travel / Consumer App
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AgentLens — AI Agent Evaluation Platform
Product build · AI / Developer Tools
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Technology Risk & ESG Consulting
Internship · Banking / Risk / ESG
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TOOLKIT GALAXY
Tech Stack & Tools
Python
R
PostgreSQL
MySQL
Supabase
Tableau
Power BI
Excel
PowerPoint
think-cell
Spark
Airflow
Databricks
Gurobi
Google Analytics
Figma
Notion
Axure