Open to opportunities

test User

@testuser3

Message

Enthusiastic Software Engineer with a passion for multi-disciplinary projects.

Poland

Message

What I'm looking for

I am looking for a role that fosters innovation, collaboration, and growth, where I can leverage my skills in software engineering and data analysis to tackle complex challenges.

I am an enthusiastic Software Engineer with over a decade of experience in data analysis, machine learning, and deep learning. My passion lies in working on multi-disciplinary projects, where I have led the development of applications in international teams. From creating standalone numerical algorithms to developing an ML-based optimization microservice for future particle accelerators, I thrive on challenges that require innovative solutions.

Throughout my career, I have been proficient in designing and implementing RESTful APIs, building containerized applications, and leveraging cloud platforms for deployment. My recent role as a Data Engineer at Roche involved enhancing remote patient monitoring in clinical trials, where I utilized Python and SQL for ETL processes and developed data pipelines for machine learning model training. I am always eager to share knowledge and dive into new engineering challenges, particularly in Generative AI and Large Language Models.

Experience

Work history, roles, and key accomplishments

Current

Python Full Stack Developer, Data Engineer

Current

Roche

Dec 2022 - Present (2 years 7 months)

Utilized Python and SQL for data extraction, transformation, and loading (ETL) processes. Developed data pipelines to integrate diverse data sources for machine learning model training.

Python SQL ETL Data Pipelines Machine Learning Data Governance Data Quality

Research Software Engineer

ETH Zürich

Apr 2021 - Present (4 years 3 months)

Developed a microservice framework for machine learning-based optimization of accelerator components. Implemented a RESTful API in Python to support scientists and magnet engineers, facilitating data exchange and model inference.

Microservices Machine Learning Docker Python fastAPI RESTful APIs MLOps Containerization

PŁ

Visiting Lecturer

Politechnika Łódzka

Oct 2020 - Present (4 years 9 months)

Overlooked a data analysis project of a 4-student team working on the understanding of architectural dependencies in superconducting accelerator circuits.

Data Analysis Project Management

Technical Lead

CERN

Apr 2018 - Present (7 years 3 months)

Created a big data analysis pipeline based on CERN cluster computing infrastructure. Designed and implemented an Embedded Domain-Specific Language (EDSL) in Python for signal query, processing, and feature engineering for time-series data.

Big Data Apache Spark Apache Hadoop Apache Airflow Python Time Series Data Visualization Statistical Analysis Anomaly Detection

Automation Engineer

SLAC National Accelerator Laboratory

Nov 2015 - Present (9 years 8 months)

Developed an automated tensioning system for single stretched wire magnetic measurements. This project was completed as part of the TOP 500 Innovators Programme.

Automation C#)LabWindows

Doctoral Student

CERN

Oct 2014 - Present (10 years 9 months)

Developed algorithms for numerical modelling of superconducting accelerator magnets and circuits within the scope of the STEAM project. Led the development of a co-simulation framework for superconducting accelerator magnets modelling.

Superconducting Magnets Java C#)Code Review Scrum

Technical Student

CERN

Sep 2013 - Present (11 years 10 months)

Developed an automated, object-oriented simulation framework for the LHC superconducting magnets modelling. Interpreted and analyzed superconducting magnet measurement data.

Matlab Object Oriented Programming

Graduate Intern

Raytheon Technologies

Jul 2013 - Present (12 years)

Worked as a Software Engineer at the Speech, Language and Multimedia Technologies Business Unit. Utilized C#, SQLite, and MS SQL Server for various software development tasks.

Software Engineering C#)SQLite MS SQL Server

Summer Internship for Managers (B1)

P&G Gillette

Jul 2012 - Present (13 years)

Managed a project focused on production process optimization. Developed soft skills, project management, and problem analysis tools.

Project Management Problem Analysis Soft Skills Process Improvement

Summer Internship | Software Engineer

ABB

Jul 2011 - Present (14 years)

Worked in the LBU Power Electronics and MV Drives Engineering and Commissioning Department. Designed and implemented a testing application for ACS5000/ACS6000.

Software Engineering Testing Power Electronics MV Drives Engineering

Education

Degrees, certifications, and relevant coursework

ETH Zürich

Postdoctoral Researcher, Computer Engineering

Conducted postdoctoral research in Computer Engineering. Focused on advanced topics and contributed to research projects within the field.

Lodz University of Technology

Doctor of Philosophy (PhD), Automatic Control and Robotics

Completed a PhD in Automatic Control and Robotics. Conducted in-depth research and contributed to the academic understanding of the field.

Stanford University

Certificate, Entrepreneurship, Design Thinking, IP, Leadership, Strategy, Project Management

Participated in a program focusing on Entrepreneurship, Design Thinking, IP, Leadership, Strategy, and Project Management. Gained insights into various aspects of business and innovation.