Rob Plug Data Science Portfolio

Transforming complex data into actionable insights through analytics and visualization

About Me

Hi, I'm Rob Plug — a data scientist who thrives on turning raw data into stories that matter.

With a strong background in machine learning, statistics, and data visualization, I help teams unlock insights that lead to smarter decisions. I’m especially passionate about bridging the gap between complex technical concepts and real-world impact — whether that’s streamlining operations, improving customer experience, or driving strategy.

My approach is hands-on, curious, and collaborative. I don’t just crunch numbers — I explore them, question them, and turn them into actionable narratives that teams can actually use.

Data Analysis

Transforming raw data into actionable insights

Visualization

Creating compelling visual narratives from data

Machine Learning

Building predictive models that solve real problems

Big Data

Working with large-scale datasets efficiently

Projects

SPC KPI Dashboard

SPC KPI Dashboard

Developed a comprehensive dashboard to visualize key performance indicators (KPIs) for a retail company, enhancing data-driven decision-making.

PythonPandasStreamlitNumpyPyodbcPlotly
Monte Carlo Simulation for process optimization

Monte Carlo Simulation for process optimization

Developed, implemented and validated a Monte Carlo simulation model to optimize production processes.

PythonMatplotlibTime Series AnalysisPandas
Large Language Model for employee feedback analysis

Large Language Model for employee feedback analysis

Created a sentiment analysis dashboard using a large language model to analyze employee feedback, providing insights into workplace sentiment.

PythonopenaiPlotlyStreamlit

Skills

Programming Languages

PythonRSQLJavaScriptJava

Statistics & Analytics

Descriptive StatisticsHypothesis TestingBayesian InferenceSPC / Control ChartsTime Series AnalysisAnomaly Detection

Machine Learning

Scikit-learnTensorFlowKerasPyTorchXGBoostModel EvaluationFeature Engineering

Visualization

MatplotlibSeabornPlotlyD3.jsTableauPower BIStreamlit

Big Data & Pipelines

Apache SparkPySparkAirflowKafkaHadoopDelta Lake

Cloud & DevOps

AzureAzure BastionAWSDockerCI/CDGitTerraform

Databases

PostgreSQLMySQLMongoDBRedisElasticsearch

Tools & Methodologies

JupyterVS CodeUnit TestingGitHub ActionsAgileDataOps

Soft Skills

Clear CommunicationStakeholder EngagementProblem SolvingTeam CollaborationAdaptabilityCuriosity & Learning Mindset

Get in Touch

Interested in working together? Feel free to reach out through any of the following channels: