mcub3d
Mind Machine Markets
I build end-to-end cloud data platforms and translate complex variables into scalable architectures. Currently leading large-scale Azure migrations and engineering high-volume pipelines. Data isn't just a career — it's a lens for understanding everything from market volatility to the mechanics of the cosmos.
Writing
Stack & Craft
Cloud & Data Engineering
AzureDatabricksDelta LakePySparkdbtAzure Data FactorySynapse AnalyticsSQLPython
Architecture & Modeling
Medallion ArchitectureData MeshStar SchemaLakehouseETL / ELTData VaultSlowly Changing Dims
Analytics & ML
Probabilistic ModelingTime SeriesStatistical InferenceML PipelinesMarket Analysis
Beyond the screen
Rock ClimbingTrail RunningAstrophysicsPhotographyData AnalysisFinancial MarketsGeopoliticsPsychology