Michał Augoff Email & Phone Number

New York, Ny, Us

Berlin, Berlin, De

Berlin, Berlin, De

- Tech leadership in end-to-end ML products development for Growth & Marketing- Designing and building MLOps infrastructureTech stack:- MLOps: MLFlow, Prefect, Airflow, AWS stack, Databricks, Terraform, Docker, Github Actions- ML: Python stack, Catboost, XGBoost- Data: PySpark, BigQuery, HiveSQL, Impala

Berlin, Berlin, De

Berlin, Berlin, De

Cross-functional, highly autonomous role comprising data science and data engineering tasks.- Detecting potential customers to acquire via offline marketing: experimentation [Python ML stack, Databricks], end-to-end pipeline design [PySpark, EMR, Terraform], performance tracking and analysis [SQL]- Denoising autoencoder for recoding of sensitive tabular data [TF/Keras]- Automation of model training and prediction, running as batch jobs [Docker, Airflow, Ansible]- Machine learning experimentation framework [Python ML stack, sacred, MongoDB]- Prediction of customer taste preferences based on behavioral data to help improve weekly menus from culinary perspective [BigQuery, Python ML stack]

Developed bioinformatics software using deep learning in a drug discovery project.- Papers published in Bioinformatics (IF: 7.307) and Journal of Biomolecular NMR (IF: 2.410)- Research areas: deep computer vision models, probabilistic models in NMR spectroscopy [Python, TF]- Main engineer responsible for transferring research models to production [Java, DL4J]

Syracuse, New York, Us

Algorithm design in swarm robotics

Espoo, Southern Finland, Fi

Zurich, Ch

Master’S Degree, Computer Science

Bachelor’S Degree, Mathematics

Engineer’S Degree, Computer Science