
AJARCO User
@ajarcouser
I build reliable scientific data pipelines with Python, PySpark, APIs, and AWS.
What I'm looking for
I build reusable scientific data-processing pipelines, currently delivering data integration, transformation, validation, and automation components for Elsevier through Exadel. My work connects heterogeneous sources and REST APIs into maintainable workflows for scientific datasets.
Previously at ChemAxon, Selvita, and Sabre, I developed KNIME libraries, Python and Bash automation, SQL optimizations, cloud deployments, and chemical-data workflows. I bring over 10 years of experience turning complex structured and semi-structured data into reproducible, reliable processing solutions.
Experience
Work history, roles, and key accomplishments
Senior Data Engineer
Exadel
Jun 2025 - Present (1 year 3 months)
Design and develop reusable data-processing components and workflows for scientific data integration, transformation, and automation. Integrate heterogeneous data sources and REST APIs, implement data quality checks, and collaborate with stakeholders.
Solution Engineer
ChemAxon
Apr 2017 - Apr 2025 (8 years)
Designed and implemented reusable KNIME component libraries for data processing and workflow automation. Integrated Java-based services and APIs, built data workflows for ingestion, integration, transformation, and standardization, and supported cloud deployments.
Developed Python and Bash scripts for deployment, data aggregation, and operational automation. Automated recurring tasks, analyzed logs, and supported production environments.
Computational Chemist
Selvita
Nov 2012 - Nov 2015 (3 years)
Developed KNIME data-processing pipelines for chemical and biological datasets, and Python scripts for data analysis and automation. Designed MySQL databases, curated external data, and implemented data cleaning and standardization workflows.
Education
Degrees, certifications, and relevant coursework
AWS
AWS Certified Cloud Practitioner, Cloud Computing
2023 - 2023
AWS Certified Cloud Practitioner certification obtained in 2023.
Wrocław University of Technology
MSc, Bioinformatics
2011 - 2012
MSc in Bioinformatics with a thesis on computational analysis of fluorescent protein chromophores using quantum-chemical calculations.
KNIME
KNIME Business Hub Certification, Data Science
KNIME certifications, including KNIME Business Hub Certification.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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