Krzysztof Łukomski
Data Scientist at REDNT S.A.- Claim this Profile
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hiszpański Elementary proficiency
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polski Native or bilingual proficiency
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angielski Full professional proficiency
Topline Score
Bio
Paweł Fic
Krzysztof is experienced data scientist with fresh insight into data. During our cooperation he developed many useful hypotheses, models and pipelines. He was able to report his work effectively to both clients and supervisors. The whole team could benefit from his knowledge and experience. Solid mathematical background and eager to finding new approaches to algorithms design are also worth mentioning.
Paweł Fic
Krzysztof is experienced data scientist with fresh insight into data. During our cooperation he developed many useful hypotheses, models and pipelines. He was able to report his work effectively to both clients and supervisors. The whole team could benefit from his knowledge and experience. Solid mathematical background and eager to finding new approaches to algorithms design are also worth mentioning.
Paweł Fic
Krzysztof is experienced data scientist with fresh insight into data. During our cooperation he developed many useful hypotheses, models and pipelines. He was able to report his work effectively to both clients and supervisors. The whole team could benefit from his knowledge and experience. Solid mathematical background and eager to finding new approaches to algorithms design are also worth mentioning.
Paweł Fic
Krzysztof is experienced data scientist with fresh insight into data. During our cooperation he developed many useful hypotheses, models and pipelines. He was able to report his work effectively to both clients and supervisors. The whole team could benefit from his knowledge and experience. Solid mathematical background and eager to finding new approaches to algorithms design are also worth mentioning.
Credentials
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"CAN for everyone" workshops
ZF GroupMar, 2020- Nov, 2024 -
Introduction to PCB Designer Certification Course
Mentor GraphicsOct, 2019- Nov, 2024 -
Practical Data Modelling and Data Integration Programming
GeCONiI Academy Silesian University of Technology in GliwiceJun, 2019- Nov, 2024 -
Fusion 360
AutodeskNov, 2018- Nov, 2024 -
Electrician Certificate E1, voltage up to 1kV
Stowarzyszenie Elektryków Polskich (SEP)Feb, 2022- Nov, 2024 -
Certified LabVIEW Associate Developer (CLAD)
National InstrumentsMay, 2015- Nov, 2024
Experience
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REDNT S.A.
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Poland
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IT Services and IT Consulting
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1 - 100 Employee
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Data Scientist
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Mar 2022 - Present
Projects: MOLOS.CLOUD Predictive maintenance & IoT - Multi-piston oil pumps fault detection for ZF. A model that needs unification for other types of pumps basing only on normal conditions data - Python, pandas, scikit-learn, scipy, tsfresh - Analytics packages creation for data gathering, fast APIs access, predictions reporting to Cloud - Python, Azure, asyncio, aiohttp - Data engineering, cleaning and preparation - Python, pandas, numpy - CI/CD pipelines development and automatic code checking tools, unit tests - Python, Azure devops, pytest, bash - Analysis and model deployment on the cloud - Python, Azure - Internal analytics tools for business needs - PowerBI, SQL - Extraction of the domain knowledge from the specialists and other bussiness-involved meetings Show less
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Rockwell Automation
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United States
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Automation Machinery Manufacturing
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700 & Above Employee
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Embedded Software Engineer
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Sep 2021 - Feb 2022
Project: iTRAK Medium Frame - intelligent track with independent movers - Functional verification of inverter's firmware and motion control algorithms (e.g. adaptive tuning) - Modifications of automated tests architecture and procedures to fit iTRAK platform to run on CI agents - Python, SQL, Ladder, ST, PLC, TeamCity - Bug tracking in both test software and drive's firmware Project: iTRAK Medium Frame - intelligent track with independent movers - Functional verification of inverter's firmware and motion control algorithms (e.g. adaptive tuning) - Modifications of automated tests architecture and procedures to fit iTRAK platform to run on CI agents - Python, SQL, Ladder, ST, PLC, TeamCity - Bug tracking in both test software and drive's firmware
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Porsche Engineering
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Germany
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Engineering Services
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700 & Above Employee
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E/E Development Engineer
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Jun 2021 - Aug 2021
Project: Porsche InnoDrive - Predictive Adaptive Cruise Control. - Data analysis from the test drives and problems identification - Python, CANape - ECU firmware features development and bug tracking - embedded C - Participating in test drives for verification correctness of new features Project: Porsche InnoDrive - Predictive Adaptive Cruise Control. - Data analysis from the test drives and problems identification - Python, CANape - ECU firmware features development and bug tracking - embedded C - Participating in test drives for verification correctness of new features
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ABB
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Switzerland
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Automation Machinery Manufacturing
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700 & Above Employee
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Motion Research Scientist
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Jun 2020 - Dec 2020
Project: ABB Analytics Smart Sensors. - Fault detection methods development for bearings sensor based on machine-learning and signal processing analysis - Python, scikit-learn, scipy, Tensorflow - Performing experiments in the laboratory - Development of unified firmware frameworks for smart sensors with BLE - embedded C - Research on new tools and methods Project: ABB Analytics Smart Sensors. - Fault detection methods development for bearings sensor based on machine-learning and signal processing analysis - Python, scikit-learn, scipy, Tensorflow - Performing experiments in the laboratory - Development of unified firmware frameworks for smart sensors with BLE - embedded C - Research on new tools and methods
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FP Instruments Sp. z o.o.
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Poland
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Appliances, Electrical, and Electronics Manufacturing
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1 - 100 Employee
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Junior Space Embedded Developer
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Jun 2018 - May 2020
Projects: Intuition-1 satellite with hyperspectral imaging sensor and on-board processing computer, Multi-channel fiber-optic vibration data acquisition. - Deep Learning accelerator research, setup and testing (Xilinx Edge AI) - Python, Tensorflow, C++ Linux app, Petalinux preparation and platform setup - FPGA heater module development based on scientific publications for thermal testing in vacuum chamber. Power and temperature estimation characteristics from measurements with optimization techniques. - SystemVerilog, Octave - Fault-tolerant FPGA firmware for flash memory corrections "on the fly" during boot procedure and interconnecting hardware - SystemVerilog, CTest - Drivers development for microcontrollers - embedded C - Building tools and CI pipelines preparation - CMake, CTest, Docker Show less
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AIUT
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Poland
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Automation Machinery Manufacturing
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400 - 500 Employee
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Intern in telemetry department
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May 2018 - Jun 2018
C++ fault-tolerant driver development for WiFi module for ARM STM32 C++ fault-tolerant driver development for WiFi module for ARM STM32
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Education
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2019 - 2020
Silesian University of Technology
Master of Engineering, Automatic Control and Robotics -
2014 - 2019
Silesian University of Technology
Bachelor of Engineering, Automatic Control and Robotics
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