Salut, my name is Sebastian.

I'm a machine learning engineer living in UTC+1.*

I’m a software engineer with a focus in data engineering and applied machine learning.

Focus

Machine Learning

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

Data Engineering

  • Data Augmentation
  • Data Mining
  • ETL
  • Feature Extraction
  • Feature Selection

Technology

Modeling

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

Batch

  • Airflow
  • Kafka
  • Spark

Culture

Work

I enjoy working in interdisciplinary domains and bring an ethical, evidence-based approach to decision making. I’ve worked in support and investigating roles, during which I developed excellent communication and interpersonal skills.

Social

I collaborate in highly diverse, international teams, having established a record of continuously helping create and maintain a safe, non-toxic work environment.