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Jan Miksa Email & Phone Number
Senior Machine Learning Research Engineer
at
IDEAS Research Institute
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✓ Verified July 2026
3 data sources
Profile completeness 86%
Current company
Role
Senior Machine Learning Research Engineer
Location
Cracow, Małopolskie, Poland
Company size
Who is Jan Miksa? Overview
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Jan Miksa is listed as Senior Machine Learning Research Engineer at IDEAS Research Institute, a with 27 employees, based in Cracow, Małopolskie, Poland. AeroLeads shows a matched LinkedIn profile for Jan Miksa.
Jan Miksa previously worked as Teaching Assistant at Jagiellonian University and Junior Data Scientist at Oanda. Jan Miksa holds Master'S Degree, Computational Mathematics from Jagiellonian University.
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IDEAS Research Institute
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Profile bio
About Jan Miksa
I am a data scientist and software engineer specializing in machine learning with a solid theoretical background in computer science and mathematics.I have an understanding of a broad range of IT topics, from microcontrollers and basic electronics to cloud platforms, software architecture and data science. My primary interests include neural networks, optimization algorithms, meta-learning, computer vision, high-performance computing, and computer simulation.Throughout my studies, I have successfully balanced classes, part-time work and engaging in machine learning research projects. In my professional experience, I have demonstrated the ability to quickly learn new technologies, on top of implementing software solutions I participated in selecting appropriate tools and designing their architecture.My goal is to work on interesting projects combining mathematics with computer science, ideally in the field of machine learning.
Current workplace
Jan Miksa's current company
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Ideas Research Institute
Employees
27
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8 roles
Jan Miksa work experience
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Teaching Assistant
Junior Data Scientist
- Working on Bayesian MMM in PyMC (modelling, tuning, experimenting).- Productionizing code.
Data Engineer
- Developing an universal transaction reporting reconciliation system leveraging cloud infrastructure and a custom framework developed earlier.- Developing, maintaining and taking full responsibility for automatic transaction reporting reconciliation tools.- Creating flexible XML to CSV parser for transaction data.- Extending data validation framework functionalities with ability to notify about discrepancies that allowed to utilise it for business facing checks.
Oct 2023 - Sep 2024
Associate Data Engineer
- Creating Python micro-framework for declarative definition and automatic creation of parallel table generation pipelines in Apache BEAM.- Implementing data aggregations resulting in significant reporting cost reduction.- Designing architecture for a new universal transaction reporting reconciliation system allowing for more agile development and higher flexibility.
Mar 2023 - Oct 2023
Machine Learning Researcher
- Conducting research on neural meta-optimizers in hyper-gradient training methods as part of „Artificial Intelligence Computing Center Core Facility" DigiWorld ID.UJ project.- Implementing novel meta-learning model architecture and it’s whole training pipeline from scratch for classical and few-shot setting.
Jun 2023 - Sep 2023
Software Developer
- Developing, maintaining and deploying UI in a multiplatform containerized environment.- Creating timeseries data analysis Grafana dashboards acting as a front-end for raw InfluxDB data.- Extending UI integration with other systems such as payment terminal, backend platform for invoicing and ads.
Oct 2022 - Feb 2023
Junior Software Developer
- Rebuilding UI from scratch in Flutter in order to meet business design and functionality requirements.- Designing new charger UI system architecture handling several charging sessions at once and choosing a technology for it with portability in mind.
Mar 2022 - Oct 2022
3 education records
Jan Miksa education
Master'S Degree, Computational Mathematics
Bachelor'S Degree, Computational Mathematics
High School Diploma, Mathematics, Physics, Computer Science
FAQ
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What company does Jan Miksa work for?
Jan Miksa works for IDEAS Research Institute.
What is Jan Miksa's role at IDEAS Research Institute?
Jan Miksa is listed as Senior Machine Learning Research Engineer at IDEAS Research Institute.
Where is Jan Miksa based?
Jan Miksa is based in Cracow, Małopolskie, Poland while working with IDEAS Research Institute.
What companies has Jan Miksa worked for?
Jan Miksa has worked for Ideas Research Institute, Jagiellonian University, Oanda, Gmum - Group Of Machine Learning Research, and Euroloop.
How can I contact Jan Miksa?
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What schools did Jan Miksa attend?
Jan Miksa holds Master'S Degree, Computational Mathematics from Jagiellonian University.
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