Work
Data Scientist Consultant
Equancy (EDG Group) - France, Paris • November 2023 - Present
- Vinci
• Created a contract database using Large Language Models (LLMs) to facilitate internal benchmarking, saving hundreds of hours annually in contract research and comparison.
• Developed an internal newsletter with media monitoring to enhance employee communication and information.
• Designed a model analyzing the impact of security checkpoint wait times on duty-free revenue at airports. - Carrefour:
Developed and implemented a predictive model for forecasting web and application visitor traffic, enhancing marketing strategies and operational planning - Maison du Monde:
Developed revenue and sales volume prediction algorithms for four different regions, resulting in a 20% reduction in logistics costs. - Volvo:
Automated the generation of monthly reports, reducing the preparation time for management controller visits by 50% through the use of Large Language Models (LLMs) and internal statistics. - Stet:
Leveraged AI (GPT Pilot) to build a Java Angular application. Led workshops to boost developer efficiency with AI tools - Lesieur-Cristal:
Conducted a detailed analysis of past marketing operations to propose new strategies for improved ROI
Data Scientist
FORMAPRIV/SUPEXAM - France, Paris • April 2022 - September 2022
- • Implemented a Python/Django scraping system to streamline organization and coordination within the events team, efficiently gathering competitor event information and expediting the process by an 80%.
- • Utilized Python/Django to develop a computer vision software that employed text analysis and QR codes with OpenCV, significantly accelerating the sorting of student copies to a maximum of 800 pages per hour.
- • Designed and built multiple PHP platforms for efficient company administration.
- • Built Python Machine Learning models to target potential customers and improve marketing conversion rates.
Founder
Luence AIO • September 2021 - September 2022
- • Created Python-based software using scraping and Selenium to automate product purchases from websites.
- • Authored comprehensive user guides to promote community adoption and optimize software utilization.
- • Engaged with customers to drive sales and ensure high levels of customer satisfaction.
- • Successfully generated €80,000 in revenue within a span of 7 months.
- • Led a team of 5 engineers.
Cybersecurity Intern
Commissariat à l'Energie Atomique (CEA)• June 2021 - September 2021
- • Skilled Python/Django Backend Developer with proficiency in deploying applications on Linux servers.
- • Implemented Python automated testing to ensure website compatibility across multiple browsers.
- • Demonstrated expertise in creating cybersecurity awareness tools to strengthen organizational security practices.
Education
University of California, Los Angeles
Cybersecurity Certification with Data Science • 2022-2023
- • Advanced Machine/Deep Learning algorithms and techniques, with extensive data analysis experience.
- • Cybersecurity Offensive and Defensive strategies, integrating virtualization techniques for enhanced security and resource management.
- • Proficient in handling and analyzing Big Data, with a focus on Hadoop-based solutions
Ecole Supérieur D'Ingénieur Leonard de Vinci - France, Paris
MEng - Data science & Artificial Intelligence• 2018-2023
- • Machine Learning and Deep Learning methodologies with expertise in data analysis in Python
- • Object-Oriented Programming using C#
- • Working with both SQL and NoSQL databases
- • Developing Chatbots and Web Applications using React, JavaScript, and Node.js
Certifications
Google Cloud
- • Machine Learning Engineer
Dataiku
- • Core Designer
- • Advanced Core Designer
- • ML Practitioner
ANSSI
- • SecNumEdu
Random Information Generator
This tool utilizes the Google Maps API and other libraries to generate various identities and associated addresses. Its purpose is to facilitate package delivery when individuals opt to utilize a robot for raffle purposes.
Software Development
Pizzeria Software
The pizzeria application simplifies operations by efficiently organizing contacts and maintaining a comprehensive order history. It provides a user-friendly interface for seamless management, streamlining processes for enhanced efficiency.
Software Development, UI
Spam Detector
It's a machine learning model I created which detect spam messages with an accuracy of 94%, significantly enhancing the ability to identify and filter out unsolicited content.
Data Science - Python
Website Visitor Analysis
Our project focused on visualizing data and building supervised learning models using the "online_shoppers_intentions" dataset, which represents customer visits to an online shopping website. The primary objective was to predict whether a visit would result in a purchase or not.
Python - Machine Learning
PDF-GPT
This AI-enhanced web application utilizes ChatGPT for marketing intelligence, enabling users to interact with uploaded files by asking questions. The project comprises both frontend and backend components, enhancing user engagement with the system.
Python - Generative AI
Stocks Analysis for Investments
In this project, I conducted a comprehensive assessment of the investment risk associated with multiple tech stocks. Utilizing time series analysis and focusing on beta coefficients, I analyzed historical stock price data to quantify and compare the volatility and risk exposure of each stock. The project aimed to provide valuable insights for investors seeking a data-driven approach to assess and manage risk in their tech stock portfolios.
Python - Finance / Machine Learning
E-commerce website
Developed an e-commerce website specializing in environmentally friendly clothing by implementing a scraping mechanism to aggregate products from various websites. Our platform serves as a centralized hub, offering users a convenient one-stop-shop for sustainable fashion choices.
Javascript - Software Engineering
Auto Presence Software
Designed a custom software solution to automate my presence marking on the school website, addressing the challenge of unpredictable attendance calls. This initiative ensured timely responses even during coding classes where wearing headphones limited my ability to hear manual announcements.
Python - Software Engineering