Omayma S.

Principal Machine Learning Engineer @ trivago

About

I design Machine Learning systems and build data products.

Country

Germany

City

Düsseldorf

Industry

Information Technology & Services

Skill

Python, R, Machine Learning, Data Analysis, Statistical Data Analysis, Telecommunications, Software Development, Consulting, Data Science, Deep Learning, Shiny, SQL, Keras, Matlab, Tableau, LaTeX, Microsoft Office, GSM, Photoshop, TensorFlow

Experience

Principal Machine Learning Engineer

trivago

2023-12 - Present · 2 yrs 10 mos

Düsseldorf, North Rhine-Westphalia, Germany

Senior Data Scientist (Machine Learning)

trivago

2019-8 - 2023-12 · 4 yrs 5 mos

Düsseldorf Area, Germany

Instructor

The Carpentries

2019-7 - Present · 7 yrs 3 mos

Public Speaker

independent

2017-11 - Present · 8 yrs 11 mos

2023 - November: Digitale Leute Summit (Cologne) 2022 - October: Hochschule Fresenius (Hamburg) - [Guest Lecture] 2020 - February: Data Science Meetup (Düsseldorf) - [Invited Speaker] 2019 - September: Data Natives Meetup (Cologne) - April: SatRday Conference (Johannesburg) - [Keynote Speaker] 2018 - November: Datafest (Tbilisi) - [Invited Speaker] - September: EARL (London) - May: eRum (Budapest) 2017 - December: RiseUP Summit (Cairo) - [Invited Speaker] - November: EARL Conference (Boston)

Instructor (Data Science)

DataCamp

2018-9 - 2019-4 · 8 mos

Data Science Team Lead

BasharSoft

2017-7 - 2018-8 · 1 yr 2 mos

- Led the data science team and set the directions of the data-related requests/projects for the two main products at Basharsoft (WUZZUF, FORASNA) - Hired and led data analysts/scientists. - Mentored junior data analysts and interns.

Data Scientist

BasharSoft

2016-7 - 2017-7 · 1 yr 1 mo

- Worked with the product and engineering teams to support the development and assessment of the product features (e.g ranking applications in a jobs marketplace). - Worked with the search and personalization team on debugging and improving the search/recommendation features. - Provided other teams with reports, data visualization and recommendations to support business decisions.

Freelance (Graphics/Analytics)

oDesk

2010-3 - 2016-7 · 6 yrs 5 mos

Researcher

Procter & Gamble

2014-10 - 2015-3 · 6 mos

Schwalbach am Taunus - Germany

- Worked on developing and testing wearable sensors in cooperation with researchers/scientists at P&G, Braun and Fraunhofer Institute.

Networks Engineer

Orange Business

2010-9 - 2013-5 · 2 yrs 9 mos

Egypt

-Worked with Sprint & Bell-Canada as strategic partners. -Provided professional technical network support to leading Nordic entities (Trelleborg-Sapa-Össur- Swedish Ministry of Foreign Affairs -Royal Norwegian Ministry of Foreign Affairs-Innovation Norway-M Group-Landis+Gyr) - Diagnosed fault related incidents by effectively utilizing software diagnostics and other network utility programs.

Software Developer

Elnady Engineering

2010-4 - 2010-9 · 6 mos

Egypt

- Participated in developing SIDLAB 3.0* ; a MATLAB-based interactive simulation program for the analysis and measurement of sound generation and propagation inside duct networks. ------------------------------------------ * SIDLAB: A project funded by EU-Egypt Innovation Fund (EEIF) within Research, Development & Innovation (RDI) Program, in cooperation with researchers from Ain Shams University (ASU) in Egypt, and the Royal Institute of Technology (KTH) in Sweden

Intern/Bachelor Thesis

Vodafone

2008-11 - 2009-7 · 9 mos

Egypt

-Designed an algorithm to implement a Matlab-based optimization tool in order to solve the problem of traffic unbalance and congestion in the GSM network automatically using Ericsson system features.