What I do

I am a software engineer focused on data engineering and applied machine learning.

I run a blog where I collect and share some of the interesting ideas I do encounter.

Get in touch

Interested in doing a project together? Feel free to reach out.

sebastian@markow.io

Focus

(Excerpt)

Data Engineering

  • ETL
  • Feature Extraction
  • Feature Selection
  • Crawling/Scraping
  • Augmentation
  • Profiling

Machine Learning

  • Anomaly Detection
  • Classification
  • Regression
  • Ensemble Learning
  • Clustering
  • Validation

Technology

(A-Z)

Batch & Stream

  • Airflow
  • Kafka
  • NSQ
  • Spark

Infrastructure

  • Ansible
  • Consul
  • Docker
  • Jenkins
  • Kubernetes
  • Mesos
  • Prometheus
  • Vagrant

Modeling

  • Gensim
  • Jupyter
  • NLTK/Spacy
  • Numpy
  • Pandas
  • Scikit-*
  • Scipy
  • Tensorflow/Keras
  • XGBoost

Storage

  • CouchDB
  • PostgreSQL
  • Redis

Culture

Social

I collaborated in highly diverse teams, established a provable record of continuously helping create and maintain a safe, non-toxic work environment. In the past, I’ve worked in strictly international organizations, where I developed excellent communication and interpersonal skills. I’m a native German speaker and fluent in English (primary working language).

Work

I enjoy working in interdisciplinary domains and bring an ethical, evidence-based approach to decision making. Working in a small, horizontally structured team of highly motivated people with a natural curiosity, is where I excel.