Amine El Amrani Email & Phone Number

Paris, Île-De-France, France

• Data Science Team Lead for an ERP migration program (SAP S4HANA) – Major European industrial company(supervised 2 junior Data Scientists and 1 PowerBI Consultant)/ Conducted data mining and classification of historical sales and production data to support the redesign of the Specialty Gases division’s sales referential. Aditionnaly developed a search tool for sales reps to access production data from multiple sites/ Built and deployed automated reporting/tracking for data quality and ERP migration aligned with business KPIs/ Created a risk assessment tool to identify discrepancies (in cylinder SKUs and rental fees) between the sales and supply chain ERPs for each business unit segmentation• AI and Data Science Roadmap developement – Financial Services/ Redesign of the roadmap development tools: backlog, qualification sheets, Data Science and IT complexity criteria definition/ Business strategic ambitions and operational collection; inclusion of AI opportunities in backlog/ Qualification and evaluation of AI use cases: exhaustive description, identification of required data, evaluation of Data Science and IT complexity, business ROI calculation/ Prioritization in Executive Committee meetings• Technical Lead, Operational Risks Datalab – Major International Bank(supervised 2 junior Data Scientists and 1 Financial Services Consultant)/ Assisted the Datalab Product Owner in refining phases: provided technical expertise and knowledge of data models for drafting User Stories, specifications, and user guides/ Developed Datalab solutions (PoCs and industrialization): requirements prequalification, data collection, EDA, and data pipeline construction (SQL/Python/pandas), PowerBi/Streamlit report creation, solutions testing/ Datalab Point of Contact in a critical migration project for Operational Risks : identification of business and IT impacts on Datalab solutions in production, contribution to overall data quality improvement

Paris, Île-De-France, France

• Data Project Management – Major French Gas Distributor – Biomethan consumption forecasting model study (supervised 1 junior Data Scientist)/ Study to characterize the distribution network gas consumption simulation : available modeling types, customer segmentation, accessible parameters, modeling flowcharts, etc./ Managed the re-implementation of the consumption simulation model in Python in order to evaluate performance and identify limitations/ Framed the revision of current models and improvement strategy jointly with the DataLab and the IT department• Cybersecurity Data Use Case Identification Study – Financial Services (supervised 1 IT Consultant)/ Current cybersecurity business needs assessment and identification of use cases/ Qualification and evaluation of identified use cases: defining an evaluation framework, assessing use cases, drafting scorecards for each use case, and integrating selected use cases into a roadmap

Paris Area, France

• Support for a remote access pilot project for Sub-Saharan Africa subsidiaries – Major International Bank/ Functional and technical requirements gathering, solution proposals, and documentation (HLD, operational and support models).• Telecom budget PMO – Major French Electricity Distributor/ Financial Data processes redesign (collection, integration and modelling)/ Reporting and management tools refactoring (smart purchase orders, automated invoice tracking) with VBA/ Budget management of the short and midterm Telecom Roadmap (40M€ annual budget)• Networks & Telecom Roadmap – Financial Services/ Financial modelling of the next-gen network roadmap aligned with the identified group business needs (over 3,000 agencies and 27,000 employees)/ Redaction of executive summaries highlighting key Business Case elements for Regional Directors and IT

Préfecture De Casablanca, Morocco

• Structured market studies on Moroccan foreign trade, supply in bulk shipping and on major African port installations (+50 ports studied)• Assisted the design of multiple strategy projects portfolios, with their associated KPI and budget (+400M€ budget)• Developed several analytical models forecasting market entry strategies and public sector growth strategies

Préfecture De Casablanca, Morocco

• Forecasting and sectoral intelligence for investment opportunities in French-speaking Africa.• Financial analysis and M&A pitch elaboration for quoted Morrocan companies in the leading M&A and Investment boutique firm in Morocco

Cibm - Chuv

• Thesis purpose : Characterize and validate Self-Navigation motion detection algorithms in Cardiac Magnetic Resonance Imaging (Final Grade : 5/6).• Main challenges : - Implementation of a high precision feedback position device in a MR Scanner, serving as ground truth in order to characterize the motion detected in the scanner. - Delicate environment, high electromagnetic field (3 Tesla). Careful selection and set-up of equipment required in order to attain proper results.• Main success : Elaboration of an algorithm that synchronized (both space-wise and time-wise) and analyzed two data streams from different sources. (Matlab routine of data extraction, data selection, Fourier transformation and additional adjustments)• Improved practical skills in : - Data-analysis - Algorithmics and optimisation - Translational research• Thesis directors : Pr. Matthias Stuber (CVMR-Unil) & Pr. Rolf Gruetter (CIBM-EPFL)• Thesis supervisors : Dr. Davide Piccini (Siemens), Dr. Jessica Bastiaansen (CVMR-Unil) and PhD student Jérôme Chaptinel (CVMR-Unil)

Région De Lausanne, Suisse

• Supervision and guidance during General Physics exercice sessions of a group of 15 students

Région De Lausanne, Suisse

Development of a miniaturized inductive pressure sensor with key aspects on resolution compared to the competition

Institut De Radiophysique Appliquée - Malley

• Conception of measuring material in order to optimize protocol for X-ray imaging.• Participation in an audit commissioned by the Public Health Federal Office - Radioprotection Division (Switzerland). The main goal was to audition different medical imaging facilities in Western Switzerland in order to improve the protection of patients against excessive radiations.

Master Of Science - Ms, Applied Physics

Activities and Societies: • Treasurer - Physics Coaching • Vice President & Communications Head - Rock Affinity • Internal Catering Main.

Data Science

• Machine Learning Fundamentals o Supervised learning: Linear/Logistic regressions, Support Vector Machines, Nearest Neighbors, etc. o.

Erasmus Exchange Year, From Epfl, B.Sc., Physics

Bachelor Of Science - Bs, Physics