
Timeline
About me
Machine Learning Engineer @ Faculty | EngD in Machine Learning
Education

Cardiff university / prifysgol caerdydd
2014 - 2019Master of engineering (meng) mechanical engineering first class honoursModules Included: Waste Management, Fluid Power and Control, C++ Object Oriented Programming, Automotive Power Transmission, Thermodynamics, Fluid and Solid Mechanics and Engineering Modelling. • Completed a 3rd Year Project with a very good result (78%) in the area of medical image analysis, learnt a completely new set of software, written the image quality comparison software and presented the result in half the standard time, due to the international exchange at KAIST
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한국과학기술원(kaist)
2017 - 2017Meng (exchange) mechanical engineering aActivities and Societies: Student Exchange as a part of my Masters Degree Modules included Smart City (A), Business (A), Applied Ethics (A) and postgraduate Fuel Cells (B+) and Advanced Automotive Control Design (B-)Took part in a conference about the 4th Industrial RevolutionAdapted to new environment, worked in multinational teams of students

Imperial college london
2019 - 2024Doctor of engineering (engd) machine learning in non-destructive testingActivities and Societies: Treasurer of the Fencing Club • Self-learned the entirety of machine learning toolkit, from linear algebra, through generative ML to tools for deployment.• Designed data generation pipeline allowing for procedurally generating large batches of randomised simulated inspection results.• Presented research at academic conferences, meetings with industry and outreach activities, tailoring the communication style to the audience.• Represented the doctoral students at the Centre for Doctoral Training board, provided… Show more • Self-learned the entirety of machine learning toolkit, from linear algebra, through generative ML to tools for deployment.• Designed data generation pipeline allowing for procedurally generating large batches of randomised simulated inspection results.• Presented research at academic conferences, meetings with industry and outreach activities, tailoring the communication style to the audience.• Represented the doctoral students at the Centre for Doctoral Training board, provided feedback on the implementation of remote courses and teambuilding during lockdown.• Taught and assessed students in Mechatronics and Machine Learning as a GTA. Show less
Experience

National instruments
Jul 2016 - Jul 2017Applications engineer• Provided customers with technical solutions to their problems• Delivered advanced courses (LabVIEW Core 3, LabVIEW Communications) in person and as webinars in academia and industry• Received three best performance awards• Created a prototype portable medical monitor (https://goo.gl/8bqGTj), it got featured in the IET student profiles (https://goo.gl/WJH1ko) and Vernier Newsletter. • Gained experience in data acquisition, automation and control and using the portfolio of NI products (PXI, RIO, DAQ, LabVIEW, TestStand, DIADEM, RF)• Developed a Proof of Concept for testing voice recognition products• Took part in an experimental tutoring program with senior engineers Show less

Indoor biotechnologies, inc.
Aug 2018 - Aug 2020Engineering collaborator• Designed, prototyped, sourced the components and tested Apollo: a novel air sampling device, that has since gone to the market.• Used the existing processes to facilitate the design of the device in collaboration with laboratory scientists.• Wrote reports and presented the progress of the project to Managing Director and CEO.• Liaised with the patent attorney to decide on the best IP protection.
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Guided ultrasonics ltd. (gul)
Sept 2019 - Feb 2024Research engineer• Implemented a machine learning algorithm based on transfer learning between simulation and real data, dramatically reducing the need for expensive real training data.• Explored the potential applications of ML in industry ranging from R&D support to technician training enhancement to automation of inspections.• Reverse engineered data pipelines to process the data from disparate sources into a common format necessary for machine learning.• Managed the time and responsibilities over the course of a four-year research project.•Prepared the research software for deployment to customer-facing software Show less

Faculty
Feb 2024 - Jan 2025Machine learning engineer• Built knowledge distillation pipeline open source ML libraries and cutting edge research models • Used MLFlow, AWS Batch, Lambda and S3 in Terraform to create deployment infrastructure• Quickly adapted to work in a small team of Data Scientists, Designers and MLOps engineers
Licenses & Certifications
- View certificate

Convolutional neural networks
CourseraFeb 2020 - View certificate

Operational excellence foundations
LinkedinMar 2022 - View certificate

Six sigma foundations
LinkedinMar 2022 - View certificate

Sequence models
CourseraFeb 2020 - View certificate

Deep learning specialization
CourseraFeb 2020 - View certificate

Structuring machine learning projects
CourseraJan 2020 - View certificate

Neural networks and deep learning
CourseraDec 2019 - View certificate

Improving deep neural networks: hyperparameter tuning, regularization and optimization
CourseraJan 2020 - View certificate

Machine learning
CourseraJan 2020 
Cae
British councilJun 2012
Honors & Awards
- Awarded to Mikolaj MroszczakFinalist of Polish Olympiad of Russian Language - Apr 2013 Reached 14th place in Polish High Schools Russian Language competition- highest level competition in the country.
Volunteer Experience
STEM Ambassador
Issued by STEM Ambassadors on Oct 2016
Associated with Mikolaj MroszczakAssociate
Issued by astronet.pl on Jun 2018
Associated with Mikolaj MroszczakLecturer
Issued by Almukantarat Astronomy Club on Aug 2019
Associated with Mikolaj MroszczakTutor
Issued by The Access Project on Jan 2021
Associated with Mikolaj MroszczakJunior Lecturer
Issued by Astronomy Club Almukantarat on Jul 2013
Associated with Mikolaj MroszczakGrand Challenges Team Member
Issued by Cardiff University / Prifysgol Caerdydd on Jun 2018
Associated with Mikolaj Mroszczak
Languages
- poPolski
- anAngielski
- roRosyjski
- frFrancuski
- niNiemiecki
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