Freelancer profile translated to English.
Back to original languageAbout Amina
Looking for a full stack data science consultant to support you in your data projects?
Are you looking for support in managing your data projects that brings rigor, delivery, and accompanies employees in change and data acculturation?
As a data scientist and change management consultant, I can support you with my 11 years of experience in your data-driven projects in finance and/or digital innovation and my technical skills acquired in data science.
Among my data projects:
- Prediction of churn for B2B fintech clients: Benchmark of several linear and ensemble models
- Determination of Uber's hot pick-up zones: Implementation of clustering models: K-means and DBscan
- Creation of a travel destination comparator: Scraping data from Booking.fr and weather API requests
- NLP with disaster tweets: Prediction of tweets on proven disasters with RNN neural networks
English
Fluent
French
Native or bilingual
Arabic
Native or bilingual
Can work on-site
Paris (up to 50km), Paris (up to 10km)
Experience
- Ditto BankProject Director and Chief of Staff to the CEOSeptember 2019 - March 2020 (6 months)Paris, FranceSupporting Board members in directing strategic projects for the Neo Bank Ditto RH: project for re-engaging teams after business restructuring and change of management: engagement survey and brainstorming workshops with employees and proposal of an action plan to the Executive Committee. Finance: Discussion with the CFO on revenue diversification and stabilization of the economic model. Assistance in preparing financial communication and business review for shareholders. Strategic: Operational management of the strategic pivot from a B2C activity to a B2B activity. Implementation and facilitation of a working group involving all bank departments to cease B2C activity in compliance with regulatory, commercial, and HR obligations.
- Eurogroup ConsultingManagerJuly 2016 - August 2019 (3 years and 1 month)Île-de-France, FranceVarious consulting missions in strategy and organizational transformation:- Strategy and Innovation: Support in establishing a digital innovation strategy and setting up an innovation lab for a mutual insurer.- Finance Department: Support in the organization and transformation of the finance department for a French industrial leader and a banking institution.- Economic Performance: Support for a leader in the railway sector in the company's transformation and implementation of a strategic performance plan.- Organization and HR: HR diagnosis of a department within a public health actor, facilitation of workshops with internal teams and proposal of reorganization scenarios.
- AfrikwityCofounder & COOJune 2015 - December 2018 (3 years and 6 months)Afrikwity is an equity crowdfunding platform approved by the Financial Markets Authority (AMF). Responsible for Operations and Investor Relations:- Market study and business development in Africa- Definition of the equity investment workflow- Selection of startups and SMEs to finance- Evaluation of investment opportunities: business plan analysis, due diligence, etc.- Development and management of the investor community: online acquisition, growth hacking, digital marketing- Establishment of a network of local partners in Africa- Facilitation of workshops and conferences for major clients and diaspora networks
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Education
- Data Science Developer, Data Modeling / Storage and Database AdministrationJedha Bootcamp2022Développeur Data science, Modélisation / stockage des données et administration de bases de données
- Master of FinanceMINES ParisTech2009Master, Finance Quantitative
Certifications
- Data LeadJedha Bootcamp2022