Malwina Jurkowska
Data Scientist at Edit- Claim this Profile
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Bio
Experience
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United Kingdom
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Marketing Services
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100 - 200 Employee
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Data Scientist
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Feb 2022 - Present
United Kingdom
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The Filter (acquired by 24i)
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United Kingdom
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Software Development
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1 - 100 Employee
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Data Scientist
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Jan 2019 - Feb 2022
United Kingdom At the Filter, my role involved working with clients to deliver the best personalisation solutions possible. As The Filter was a small business, I had opportunity to do a variety of work, not just in the data science area. The other areas included software engineering and architecture, operations, data and performance analytics and client interaction. My responsibilities entailed: • Building recommender systems using Machine Learning (NLP, Neural Networks...) • Python (Pandas… Show more At the Filter, my role involved working with clients to deliver the best personalisation solutions possible. As The Filter was a small business, I had opportunity to do a variety of work, not just in the data science area. The other areas included software engineering and architecture, operations, data and performance analytics and client interaction. My responsibilities entailed: • Building recommender systems using Machine Learning (NLP, Neural Networks...) • Python (Pandas, Sklearn, Tensorflow) and SQL • Communicating complex data science concepts internally and to clients • Data analytics (service performance, recommendation performance,...) • Amazon Web Services (Lambda, API Gateway,...) • Unit testing and coding architecture • Builds, deployment and platform testing • Source control in Git, CI pipeline I also have experience working within Agile and Scrum frameworks. Show less
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Office for National Statistics
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United Kingdom
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Government Administration
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700 & Above Employee
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Higher Statistical Officer
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Jun 2018 - Dec 2018
Newport, United Kingdom I previously worked at the Office for National Statistics in the Economic Statistics Change and Support (ESCS) division. My role was to support the redevelopment of the current surveys and design a processing system in Python for the data acquired. The main skills I developed are programming in R and Python and using techniques such as web-scraping and importing data between different formats. I have also been honing my statistical analysis skills by responding to ad-hoc queries and attending… Show more I previously worked at the Office for National Statistics in the Economic Statistics Change and Support (ESCS) division. My role was to support the redevelopment of the current surveys and design a processing system in Python for the data acquired. The main skills I developed are programming in R and Python and using techniques such as web-scraping and importing data between different formats. I have also been honing my statistical analysis skills by responding to ad-hoc queries and attending training sessions. To deepen my knowledge of different analysis techniques I frequently attended events run by the Data Science campus in the Newport office. I also became the member of the team responsible for representing the team at all major meetings and Show and Tells. Show less
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University of Bath
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United Kingdom
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Higher Education
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700 & Above Employee
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Undergraduate Tutor
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Sep 2017 - Jun 2018
Bath, United Kingdom As an undergraduate tutor, I run weekly tutorials for first year Mathematics undergraduates. This involves planning and running lessons and marking weekly homework. I have developed an ability to quickly analyse the strengths and weaknesses of the class and adjust my teaching to help students reach their potential.
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EY
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United Kingdom
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IT Services and IT Consulting
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700 & Above Employee
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Associate - Fraud Investigation & Dispute Services
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Jul 2015 - Jul 2016
London, United Kingdom As part of my year-long industrial placement, I was part of the prestigious Fraud investigation & Dispute Services practice in the Assurance department at EY. My role was to aid a range of projects in fraud investigation, corporate integrity & compliance and disputes client projects. I also supported several financial audits and gained essential accounting experience. I actively sought opportunities to experience more of EY and helped the digital forensics and cyber-investigations team in… Show more As part of my year-long industrial placement, I was part of the prestigious Fraud investigation & Dispute Services practice in the Assurance department at EY. My role was to aid a range of projects in fraud investigation, corporate integrity & compliance and disputes client projects. I also supported several financial audits and gained essential accounting experience. I actively sought opportunities to experience more of EY and helped the digital forensics and cyber-investigations team in improving their forensic cryptanalytic capabilities. • Cryptanalysis- research, Python programming, applying mathematical cryptologic techniques to optimisation of forensic cryptanalysis in digital forensic and cyber investigations • Fraud Investigation- e-review, finding and documentation of evidence, report writing • Auditing- reconciliations, walkthroughs, sample testing, client relations, use of advanced Excel functions for financial analysis • EY Charity projects- BlindAid, Sport Relief and Oasis Academy Southbank • Participation in client sales pursuits • Support work involving scheduling meetings, coordinating the team, working on proposals Show less
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University of Bath
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United Kingdom
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Higher Education
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700 & Above Employee
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Telephone Fundraiser
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Mar 2014 - Mar 2015
Bath, United Kingdom In my first two years of university I worked for the Alumni Fund as a fundraiser. My role was reaching out the alumni of the University of Bath and encouraging them to support the university in funding scholarships, research and campus facilities. In my second year I managed to raise over £5 000 to support the Alumni Fund and received praise for expanding the donor list with new contributors. Throughout the course of the telethon I greatly developed my negotiation skills when persuading… Show more In my first two years of university I worked for the Alumni Fund as a fundraiser. My role was reaching out the alumni of the University of Bath and encouraging them to support the university in funding scholarships, research and campus facilities. In my second year I managed to raise over £5 000 to support the Alumni Fund and received praise for expanding the donor list with new contributors. Throughout the course of the telethon I greatly developed my negotiation skills when persuading the alumni to support the university with donations, adopting a variety of different conversational styles to match my speaker. I also served as a tour guide for an alumni reunion, and I provided detailed information on the University and the campus, as well as improving my presentation skills. Show less
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Paultons Park
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United Kingdom
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Travel Arrangements
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100 - 200 Employee
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Catering Assistant
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May 2014 - Sep 2014
Southampton, United Kingdom At Paultons family theme park I gained experience of working frontline in the catering industry, having worked in several different types of catering establishments; predominantly the main park restaurant but also small ice cream kiosks and fast food outlets around the park. As a catering assistant my responsibilities were: • Customer Relations- serving customers, guiding customers and dealing with complaints • Running food kiosks- operating tills, ice cream machines, deep-fat fryers… Show more At Paultons family theme park I gained experience of working frontline in the catering industry, having worked in several different types of catering establishments; predominantly the main park restaurant but also small ice cream kiosks and fast food outlets around the park. As a catering assistant my responsibilities were: • Customer Relations- serving customers, guiding customers and dealing with complaints • Running food kiosks- operating tills, ice cream machines, deep-fat fryers and other specialist equipment • Assisting in the kitchen • Waitressing - serving orders and • Cleaning- closing down of the restaurant or kiosk • Serving beverages- operation of coffee and milk machines • Training new members of the team I received in-house training on food safety and standards and passed Paulton's Level 1 Award in Food Safety in Catering on my first attempt. Show less
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Staples
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United States
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Retail Office Equipment
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700 & Above Employee
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Store Associate
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Sep 2012 - Jun 2013
Southampton, United Kingdom At Staples I developed a solid understanding of managing a fast-paced workplace and worked with a diverse team of specialists. • Delivering customer service- information and operating a till • Distributing delivery • Receiving telephone calls • Completing inventory and stock takes • Housekeeping • Use of specialist store software as well as SKU guns
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Education
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University of Bath
Master’s Degree, Mathematics -
Richard Taunton Sixth Form College
High School, A*A*AA