Expertise

What I bring

Five interconnected areas of expertise, from raw data to production systems. Each one backed by real-world experience at scale.

Click an area to explore

SourcesAPIs · DBsStagingRaw ingestTransformLogic layerMartsDim. modelsReportingDashboardsdbtAirflowSnowflake
01

Data Engineering

Building data infrastructure end-to-end: ingestion, transformation layers, dimensional models, and orchestrated pipelines across cloud platforms. From raw events to production-ready data assets.

dbtAirflowSnowflakeBigQuerySQLDocker
Revenue$2.4M+12%Users84K+8%Retention91%+3%Quarterly Revenue45Q172Q258Q388Q4Trend
02

Analytics & BI

Dashboards, automated reporting, and data storytelling. Designing analytical models that make complex data intuitive and building visualizations that surface the insights that matter.

PythonRSQLQuartoVisualization
retrain loopFeatureEngineeringTrainingFit · TuneEvaluateROC · LiftDeployCloud · BatchMonitorDrift · AlertsML Lifecycle
03

Machine Learning

End-to-end ML development: from feature engineering and model training to production deployment and monitoring. Classification, propensity scoring, and forecasting applied to real business problems.

Pythonscikit-learnXGBoostCloud MLpandas
</>ReactAstroTypeScriptTailwindNext.jsNode.jsGit
04

Web Development

Modern web applications with React, Astro, and TypeScript. From interactive data tools and dashboards to production-grade websites with strong UX and performance.

ReactNext.jsAstroTypeScriptTailwind CSSAI-Assisted Dev
TriggerSchedule · EventProcessTransform · ValidateDatabaseWarehousePlatformAPI · SyncReportsDashboardsAirflowCI/CD
05

Automation & Integration

Connecting systems and eliminating manual work. Data syncs, audience feeds, parameterized reporting at scale, and CI/CD pipelines that keep everything running.

PythonBashAPIsCI/CDAirflow