Machine Learning Engineer

• Nov 2022 - Present

Technical implementation of machine learning projects for clients. Technical consulting on optimal AI strategy and solutions to adopt. Improvement of internal ML practices, state of the art processes Technical implementation of machine learning projects for clients. Technical consulting on optimal AI strategy and solutions to adopt. Improvement of internal ML practices, state of the art processes

Content Team Lead

• Mar 2023 - Present

Responsable partenariats

• Jan 2022 - Mar 2023

AMLD Africa est une conférence visant à promouvoir la recherche et les innovations en matière d'intelligence artificielle à l'échelle du continent Africain. Extension de AMLD EPFL, une des plus grandes conférences en la matière en Europe, AMLD Africa s'emploie à supporter les travaux de recherches et solutions basés sur le machine learning et visant à répondre aux challenges et besoins de l'Afrique.

Member

• Oct 2022 - Present

Junior Machine Learning Engineer

• Mar 2022 - Aug 2022

Master's Thesis : "Graphical representation learning for ICU patient subtyping." Benchmark attempt for Graph ML on public EHR Comprehensive and condensed patient representation Effort for AI based clinical decision making tools Master's Thesis : "Graphical representation learning for ICU patient subtyping." Benchmark attempt for Graph ML on public EHR Comprehensive and condensed patient representation Effort for AI based clinical decision making tools

Data Science Intern

• Sep 2021 - Mar 2022

Information system division Information system division

Co-founder & Vice-President of External Relations

• Feb 2021 - Mar 2022

Resident student assistant

• Feb 2021 - Jul 2021

As a senior assistant I am in charge of : -Leading the exercise sessions and presenting the material -Develop practical exercises and graded questions (Python, SQL, Pandas) -Ensuring consistency of practical work and communication As a senior assistant I am in charge of : -Leading the exercise sessions and presenting the material -Develop practical exercises and graded questions (Python, SQL, Pandas) -Ensuring consistency of practical work and communication

Software developer for Biomedical Imaging Laboratory

• Sep 2020 - Feb 2021

• Re-disigning the labs of Image processing 2, from Java to Jupyter Notebooks in both Python and JavaScript (using SoS)• Used tools : ipywidgets, scripting in bash, scripting in Python, JavaScript, OpenCV API pour Python, SoS pour Jupyter Notebooks, LaTeX, scikit-image, scipy.ndimage, callback functions.

Teaching Assistant for C++ programming course for freshman year.

• Sep 2020 - Feb 2021

• C++ related questions answering in piazza forum / Zoom Chat. • Applied exercices correction. • Surveillance and correction of exams.

Teaching Assistant for biology oriented simulation projects in C++

• Sep 2017 - Sep 2020

•tutoring students during exercise sessions and performing exam/project corrections for Prof. Rougemont's advanced C++ course.

Teacher Assistant for "My Scientific project"

• Feb 2020 - Jul 2020

•Tutoring groups of children (11-15 yo) implementing a scientific project. •Teaching methods based on child's personal interests and curiosity.

Teaching Assistant for mathematics oriented simulation projects in C++

• Mar 2017 - Sep 2019

•tutoring students during exercise sessions and performing exam/project corrections for Prof. Chappelier advanced C++ course

Facilitator "coding club for girls"

• Sep 2018 - Jun 2019

•Organizing and framing coding the following related workshops for young girls (11 -15 yo):•The turtle in the python•Karel the robot •Scratch me!

Mentor "Work Methods"

• Sep 2017 - Jan 2018

•Weekly sessions of 2 hours for first year students aiming at explaining right working methods for success.

Project Manager

• Sep 2019 - Feb 2021

The JE EPFL conducts projects for various professionals from multinationals, SMEs and individuals in the field of digital, engineering and finance in collaboration with students from universities of the lemanic arc and universities of applied sciences. As a project manager and member of the competence pole I was able to : - Delivered 15 different projects: Web Platform, Mobile Application, Market Research and Mock-ups. - Drafted 10 contracts, for clients and students involved - Met with 50+ students to find the right people for a specific project. - Carried out 45+ customer meetings to identify needs, collect feedback or ensure deliverable compliance. As a member of the competence pole, I was able to : -Organize 10 weekly training sessions. -Supervise a group of 13 Juniors in training. -Organize 45 recruitment interviews. -Write and organize a Case Study. Show less

Vice President Finance and Legalities

• Jul 2019 - Feb 2020

•Data: -->General data protection regulation compliance.•Finance: -->Accounting, invoice, payments tracking, budgeting, risk forecasting.•Audit:-->Award system, Financial standards compliance.•Legalities: -->Contracts redaction, tax exemption/declaration.•Administrative: -->Refunding, Fix tax management commission and collecting.

Team Leader Finance and Legalities

• Mar 2019 - Jul 2019

General Data Protection Regulation implementation Auditing system implementation

Research Assistant Internship at Translational neuronal Engineering Lab

• Jul 2018 - Feb 2019

Investigation of Arm Light Exoskeleton aided rehabilitation on upper limb stroke patients (Matlab kinematic analysis, Statistical process of Clinical scales) Investigation of Arm Light Exoskeleton aided rehabilitation on upper limb stroke patients (Matlab kinematic analysis, Statistical process of Clinical scales)

Adjoint Committee

• Sep 2018 - Dec 2018

Super staff during EPFL forum employment -Companies and students interface -Workshops and Conferences organization Super staff during EPFL forum employment -Companies and students interface -Workshops and Conferences organization

Facilitator for "Dare all Jobs Day"

• Oct 2018 - Oct 2018

Facilitator of the "computer scientists" workshop for the "Dare all jobs day". Facilitator of the "computer scientists" workshop for the "Dare all jobs day".

Executive Board Member

• Sep 2017 - Jul 2018

-Moroccan culture promotion -Enhancing cultural exchanges -Organizing both Professional and entertaining events -Moroccan culture promotion -Enhancing cultural exchanges -Organizing both Professional and entertaining events

Private lessons of Maths, Physics and Biology

• Feb 2017 - Jul 2017

Homework help for Gymnase students. Homework help for Gymnase students.