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marcusRB - Overview

Hi there 👋, I'm MarcusRB

Data Scientist & Machine Learning Engineer • R&D Health Data Science in Biotech Healthcare Pharma

With more than a decade in IT consulting, I build AI/ML systems, design MLOps platforms, and deliver data-driven solutions across healthcare, biotech, finance, banking, insurance, and retail. I’m currently pursuing an MSc in Bioinformatics & Biostatistics and Biomedical Engineering, applying advanced analytics and ML to biomedical and clinical data.

🧬 Focus areas in Bioinformatics, Biostatistics & Biomedicine

  • Genomics & transcriptomics analysis
  • Data engineering pipelines for biological datasets
  • Clinical and biomedical data modelling
  • Healthcare AI: prediction, NLP on EHRs, diagnosis support
  • Medical imaging (MRI/CT/X-ray analysis)
  • Integration of AI into hospital, biotech, pharmaceutical workflows
  • Computational biology tools development

🚀 What I’m working on

  • Machine Learning & AI solutions for real-world environments
  • MLOps: CI/CD for models, experiment tracking, model serving
  • Cloud engineering on AWS, GCP, Azure, also on Databricks
  • Applied AI projects in healthtech, biotech, MedTech, pharma
  • Research and academic work for my MSc thesis
  • Teaching and mentoring in AI, data engineering, and cloud

👥 Collaboration & Interests

  • 🤝 Open to collaboration in AI for healthcare, bioinformatics pipelines, biomedical engineering, generative AI, and cloud-native ML
  • 🧪 Interested in research, documentation, Proof of Concepts, and exploratory investigations
  • 🏥 Passionate about AI for precision medicine and digital health

💬 Ask me about

  • ML & MLOps: Kubeflow, MLflow, FastAPI, CI/CD
  • Bioinformatics: data prep, analysis pipelines, tool building
  • Biostatistics & health data analytics
  • Cloud platforms: AWS, Azure, GCP
  • Python, R, Spark, Big Data
  • NLP, OCR, Time series forecasting
  • Visualization & digital analytics

🧰 Tech stack (short overview)

ML / AI: Python, PyTorch, TensorFlow, Scikit-learn, XGBoost Bioinformatics: Biopython, Galaxy, R (tidyverse, Bioconductor), Bash, Nextflow/Snakemake Cloud & MLOps: Docker, Kubernetes, Terraform, MLflow, Kubeflow, Airflow, S3, Kafka Data Engineering: Spark, SQL, Delta Lake

📫 How to Reach Me

⚡ Fun Fact

Proud father of two, guitarist 🤟, road-biker 🚲, home cook 🍕 , teacher, and lifelong learner balancing tech with creativity and science.