About Rebecca
Rebecca – Freelance AI, LLM, Computer Vision Specialist & Team workshop Animator
-Bachelor of Science in Computer Science– McGill University
-Master’s in Artificial Intelligence & Advanced Visual Computing– École Polytechnique (IP Paris)
Geowatch Labs
Developing deep learning models for agricultural satellite imagery, focusing on crop classification. The project involves large-scale geospatial data processing and computer vision techniques for precision agriculture.
SNCF
Designed and implemented a real-time computer vision system for train tracking using video stream analysis.
Affluences
Led R&D on image classification models to monitor space occupancy and optimize resource allocation in public facilities.
Recruitment Automation Platform
Built a web-based application that leverages NLP to automate candidate matching using data from LinkedIn profiles, streamlining recruitment workflows.
RC Group
- Identified high-value use cases for AI adoption tailored to business needs.
- Delivered end-to-end AI solution design, from opportunity mapping to deployment strategy.
- Regular workshops to support team development, build AI literacy, and encourage innovation
- Extensive experience working with interdisciplinary teams, including product, R&D, and business stakeholders.
- Skilled in translating complex AI topics into clear, actionable insights through written content, presentations, and client workshops.
French
Native or bilingual
English
Native or bilingual
Remote only
Primarily works remotely
Experience
- AffluencesML engineerTECHMay 2024 - July 2024 (2 months)Paris, FranceReal-time passenger density tracking in RER trains:Developed image classification models to categorize density through train windows using alimited dataset of a few thousand images. Implemented various techniques to improveperformance, including model benchmarking, hyperparameter tuning, explainability, andcontrastive learning.
- RC GroupConsultante en Intelligence Artificielle: Analyse et Optimisation des Processus MétiersTECHSeptember 2023 - May 2024 (8 months)Paris, FranceOptimisation des Processus et Stratégies d'Intégration de l'IA pour RC Group et Digitalli Responsabilités et Réalisations:• Chez Digitalli, conduite d'une analyse méticuleuse des besoins métiers et évaluation de la faisabilité technique pour l'intégration de solutions basées sur l'IA.• Travail en étroite collaboration avec les équipes internes pour comprendre leurs défis et élaborer des stratégies d'intégration de l'IA, visant à améliorer l'efficacité opérationnelle, la prise de décision et l'automatisation des tâches répétitives.• Pour RC Group, création de contenu engageant tel que des newsletters et animation de webinaires axés sur les tendances de l'IA.
- LittleBigCodeMachine Learning Engineer for a Web Application (Recruitment Automation)April 2023 - August 2023 (4 months)Paris, FranceProject Focus: Development of a Recruitment Automation Tool Using NLP Responsibilities and Achievements:• Developed a web application designed to automate redundant tasks in the recruitment process.• Employed advanced Natural Language Processing (NLP) models to analyze and interpret large volumes of text data, enhancing the efficiency and accuracy of the recruitment process.• Actively participated in the product design brainstorming sessions, contributing innovative ideas for feature development and user experience enhancement.• Collaborated directly with recruiters to gather insights and feedback, ensuring the application's features align perfectly with end-user needs and preferences.
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Education
- Master, AI & Advanced Visual ComputingÉcole Polytechnique2023Master, AI & Advanced Visual Computing
- Bachelor of Science - Computer ScienceMcGill University2021Bachelor of Science - BS, Major Computer Science and Minor in Mathematics