Damian Jabłczyk
Data Scientist at Ardigen- Claim this Profile
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Experience
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Ardigen
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Poland
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Biotechnology Research
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100 - 200 Employee
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Data Scientist
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May 2023 - Present
• Currently working on a company project focused on using machine learning in immuno-oncology drug discovery, as part of an interdisciplinary team. • Collaborating with immunologists, bioinformaticians, data scientists, and software engineers to implement new features, fix bugs, and write tests. • Training, refactoring, and monitoring machine learning models for improved performance and accuracy. • Developing an AI-based solution to analyze data from High-Content Screening technology and build a deep learning platform for studying phenotypic changes in cells treated with drug candidates. • Involved in the entire life cycle of machine learning algorithms, including data extraction, preprocessing, analysis, model design, implementation, and validation. • Integrating machine learning solutions into an automated platform. • Collaborating with clients to identify their needs, provide consultation on proposed solutions, and deliver progress updates during bi-weekly client meetings. • Accountable for meeting set goals within specified timelines. Show less
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Fitech Automation
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Poland
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Automation Machinery Manufacturing
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1 - 100 Employee
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Artificial Intelligence Specialist
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Nov 2016 - May 2023
Main contributions and responsibilities: • Create and develop testing system and Artificial Intelligence based vision algorithms improving the Printed Circuit Board assembling process working with 350 000 tests/month with +99% accuracy. • Working with raw visual data to prepare training and testing data for Machine Learning and Artificial Intelligence algorithms and networks. • Create systems comparing images based on classic vision algorithms (Feature Detection, Feature Matching, K-Means Clustering) that find exact position of a Printed Circuit Board on the image Real-time analysis of test results to improve tests accuracy and preventing errors. • Cooperation with other departments to integrate with company systems. • System implementation at an internal and external clients. • Recruitment and training of new team members. Show less
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Education
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Uniwersytet Jagielloński w Krakowie
Magister (Mgr), Matematyka stosowana -
Jagiellonian University
Licencjat (Lic.), Biologia matematyczna/biomatematyka