Dr. Artiom Kovnatsky
Berlin
Summary
Data professional with over 7 years of expertise in data science and machine learning in production. Known for solving complex problems and activating data within agreed time frames. Skilled at building and leading high-performing teams while effectively communicating results to both technical and non-technical stakeholders. Recognized for strategic thinking, reliability, and cultivating results-oriented environments.
Overview
13
13
years of professional experience
Work History
Data Science & Engineering Consul.
Self-employment
09.2019 - 11.2024
- Data Science and Machine Learning in production
- Specializing in 'data activation', including complex and 'imperfect' data
- Led and executed high-impact projects, consistently meeting tight deadlines while surpassing client expectations
- Secured grants by proposing innovative AI research projects
Senior Data Scientist & Consul.
Lot Internet GmbH
10.2023 - 07.2024
- Data Science focusing on vehicle data for Skoda GmbH
Lead Data Scientist
Valyria GmbH
09.2021 - 11.2022
- Built and lead a data science & engineering team
- Data Science and Machine learning in production for pricing, time-series forecasting
Data Scientist
SKF Group
03.2021 - 09.2021
- Data Science for predictive maintenance
Data Scientist & Consul.
Kenjo GmbH (ex: Org OS GmbH)
05.2018 - 06.2020
- Consulted the CEO on a predictive analytics for HR data
- Authored a successful grant proposal, securing €1.2M
Data Scientist & Consul.
Lot Internet GmbH
04.2020 - 04.2020
- Consulted on data business strategy
Data Scientist & Consul.
Estonian Land Board
01.2019 - 12.2019
- Consulted the Estonian Land Board on automatic land valuation for taxation; developed a prototype
Data Scientist & Business Analyst
HOMEDAY GmbH
02.2017 - 04.2020
- Data Science in pricing, anomaly detection, client segmentation, BI
- Quantitative result: 1500% increase in traffic and a 750% increase in qualified leads
- Presented work and innovative business models, consistently recognized as one of the top speakers
Researcher & Teacher Assistant
USI
12.2011 - 11.2016
- Conducted research and published findings in leading journals and conferences
- Delivered presentations at prestigious international venues worldwide
- Teaching assistant: “Computer Vision & Pattern Recognition”
Researcher
Technicolor
06.2014 - 08.2014
- Research & development in Image Inpainting; Technicolor submitted a patent
Education
Ph.D. - Computational Science
USI-Università Della Svizzera Italiana
Lugano, Switzerland11-2016
Master of Science - Applied Mathematics
Technion - Israel Institute of Technology
Haifa, Israel09-2013
Bachelor of Science - Applied Mathematics
Technion - Israel Institute of Technology
Haifa, Israel09-2008
Skills
Business requirements gathering
Complex Problem-solving
Cross-cultural communication
Organizational agility
Creative thinking
Team building
Public speaking
Reliability
Hard Skills
Data Science & Analytics: Python, R, SQL, scikit-learn, PyTorch, TensorFlow, XGBoost, CatBoost. MLOps & AI: MLflow, Airflow, CI/CD, containerization (Docker, Kubernetes); LLMs (Langchain, OpenAI, LlamaIndex), Hugging Face (NLP).
Big Data & Cloud: AWS/GCP, Data Bricks, Spark, PySpark, Hadoop; DBT, Apache Kafka.
Methodologies: Kanban, Agile Development, Flat Hierarchy Leadership.
Languages
English
Advanced (C1)
German
Upper intermediate (B2)
Russian
Bilingual or Proficient (C2)
Hebrew
Advanced (C1)
Timeline
Senior Data Scientist & Consul.
Lot Internet GmbH
10.2023 - 07.2024
Lead Data Scientist
Valyria GmbH
09.2021 - 11.2022
Data Scientist
SKF Group
03.2021 - 09.2021
Data Scientist & Consul.
Lot Internet GmbH
04.2020 - 04.2020
Data Science & Engineering Consul.
Self-employment
09.2019 - 11.2024
Data Scientist & Consul.
Estonian Land Board
01.2019 - 12.2019
Data Scientist & Consul.
Kenjo GmbH (ex: Org OS GmbH)
05.2018 - 06.2020
Data Scientist & Business Analyst
HOMEDAY GmbH
02.2017 - 04.2020
Researcher
Technicolor
06.2014 - 08.2014
Researcher & Teacher Assistant
USI
12.2011 - 11.2016
Ph.D. - Computational Science
USI-Università Della Svizzera Italiana
Master of Science - Applied Mathematics
Technion - Israel Institute of Technology
Bachelor of Science - Applied Mathematics
Technion - Israel Institute of Technology
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