Patricia Wintrebert

AI Product Builder | Forward Deployed Engineer

Salaire / Taux journalier

Mobilité : Bordeaux, Occitanie, ...

Freelance, ouvert au CDI

À distance uniquement

Expertises

Développement FullstackPythonMachine LearningIngénieur IAScrapingLLMs / Large language modelsDéveloppement FrontendDéveloppement BackendDéveloppement MobileReactJavascriptRedisDeep LearningIAAzureDevOpsBase de données SQLReact NativeAWS LambdaSeleniumLinuxDéveloppeur BackendGoogle Cloud PlatformGitVercelStratégie ProduitDockerDataikuNotionJiraSQLiteGitHubPostgreSQLPlaywrightn8nTypescriptNextApache AirflowDéveloppeur FullstackMakeHerokuIngénieur Machine LearningWordPressMySQLWebflowConfluenceFlaskScrum

Langues

Français (Maternelle)Allemand (Courant)Anglais (Courant)Italien

À propos

Introduction

My work sits at the intersection of product, software engineering, machine learning, and applied AI. I work directly with teams to understand business needs, design the right technical approach, develop and deploy RAG systems, automation pipelines, and agentic workflows. My background combines hands-on AI engineering, product thinking, project coordination and production delivery.

Liens

Expérience de travail

ML/AI Engineer

Innopearl®

janv. 2024 - Présent

2 ans 10 mois

Genève, Suisse

At Innopearl we empower Open Innovation and Venturing teams to drive transformative value creation with our end-to-end approach, advanced analytical tools and software solutions.

AI Engineer | Product Manager

Insight Lab AI

juil. 2023 - Présent

3 ans 4 mois

Zoug, Suisse

Insight-lab.ai is a comprehensive platform supporting the automatic processing of conversational text documents, such as qualitative or in-depth interviews, focus groups, sales call recordings, customer feedback, or any other interactions. The platform manages the whole process from contact management, recording, transcription, anonymization, and reporting. As a Senior Developer at Insight Lab, I play a key role in developing a general AI application designed to transform raw data into actionable insights. My responsibilities include: 🔹Python Development: Led the development of core functionalities using Python, focusing on API design and implementation to ensure seamless integration with diverse data sources. 🔹NLP (Large Language Models): Implemented Natural Language Processing (NLP) capabilities leveraging advanced LLMs (Large Language Models) to extract and analyze textual data, enhancing insight generation and data interpretation. 🔹CI/CD and DevOps: Established robust CI/CD pipelines using Git, GitHub, and Jenkins to automate testing and deployment processes, ensuring high reliability and efficiency in application updates. 🔹Lean Product Lifecycle Management: Applied agile methodologies to manage the product lifecycle effectively. Prioritized features and improvements based on user feedback and data analytics, optimizing the application's value proposition. 🔹Technical Leadership: Collaborated closely with cross-functional teams including data scientists, UX/UI designers, and product managers to align technical development with strategic business objectives. 🔹Cloud Deployment: Utilized cloud-based platforms such as AWS to deploy and scale the application, ensuring optimal performance and availability for users. 🔹Continuous Improvement: Actively participated in code reviews, implemented best practices in software development, and contributed to innovation initiatives aimed at enhancing product capabilities and user experience.

Machine Learning Engineer | NLP

women++ (womenplusplus)

sept. 2023 - déc. 2023

4 mois

Zurich, Suisse

🥇Best Solution Award 2023 Winner for the SHIFT project, a matchmaking app that connects underrepresented groups looking to transition into the tech industry with HR professionals. The project was initiated by PowerCoders & Women++.


Formation

Liora (Mines Paris PSL)

Machine Learning Engineer | Master (RNCP7) co-certified by MINES ParisTech | PSL, Data Science, Mathematics and Computer Science

2023 - 2025

2 ans 1 mois

Résultat : Master

Data Science : ◼️ Programming : Python (Numpy, Pandas) ◼️ Dataviz : Maplotlib, Seaborn, Bokeh ◼️ Machine Learning : Scikit-learn, classification, regression, clustering, dimensionality reduction, Statsmodels, Text Mining, NetworkX ◼️ Data Engineering : SQL, Data Processing, PySpark ◼️ Deep Learning : TensorFlows, Keras, CNN-RNN, Gans ◼️ AI : Reinforcement learning, Deep reinforcement learning MLOps : ◼️ Advanced Programming : Python Multithreading, Multiprocessing, Bash Linux ◼️ CI/CD : Git, GitHub, Gitlab, Azure DevOps, Google Cloud Source, AWS CodeCommit, Unit Testing ◼️ Automation & Deployment : Docker, Fast API, Airflow, Kubernetes Data Product Management : ◼️ Data Governance : RGPD, Ethics, Data Types, Culture ◼️ Data Management : Data Quality, APIs ◼️ Project Management : Agile ◼️ Business Intelligence : PowerBi, Make, Tableau

DataScientest.com

Data Analyst, diploma co-certified by MINES ParisTech | PSL, Data Science

2023 - 2023

7 mois

350 hours of classes : ◼️ Programming : Python (Pandas, Numpy) ◼️ Data visualisation : Maplotlib, Seaborn, Bokeh ◼️ Machine Learning : Scikit-Learn, Regression, Classification, Clustering ◼️ Extraction : Text Mining, Webscraping ◼️ Big Data / Database : PySpark, SQL ◼️ Business Intelligence : PowerBi, Tableau, Looker Studio 50-hour project: Developing an application for HR professionals that determines which job matches given skills ◼️ Data exploration, cleaning, processing and visualization ◼️ Model training and machine learning evaluation ◼️ App deployment on Streamlit

Université Strasbourg

Bachelor Sc. IT, Computer Programming, Specific Applications

2011 - 2013

3 ans

Résultat : Bachelor

Programming, mobile development, database management, ergonomics, search engine optimization, network and security, project management, multimedia law, corporate english

University of Strasbourg

DU Full Stack Web Developer, Technologies de l''information

2010 - 2011

2 ans

Web and mobile development: PHP, MySQL, HTML, CSS, JS, DHTML, XML, XSL Design: Photoshop, Illustrator, Flash CMS: WordPress, SPIP, Drupal, Joomla! Project Management

Université Paris Cité

LEA, Langues étrangères appliquées

Applied languages english and german


Licences et certifications

Transacting on the Blockchain

Délivré le : mai 2025

Certifié par INSEAD

Machine learning - advanced classification

Délivré le : juil. 2023

Certifié par DataScientest.com

Machine Learning with sklearn

Délivré le : juil. 2023

Certifié par DataScientest.com

Data Quality

Délivré le : juin 2023

Certifié par DataScientest.com

Data Visualization with Seaborn

Délivré le : juin 2023

Certifié par DataScientest.com

Data Visualization with Matplotlib

Délivré le : juin 2023

Certifié par DataScientest.com

Exploratory Statistics with Python

Délivré le : juin 2023

Certifié par DataScientest.com

DataScientest first exam (Python)

Délivré le : juin 2023

Certifié par DataScientest.com

Python programming language for Data Analysts

Délivré le : juin 2023

Certifié par DataScientest.com

Blockchain and Business: Applications and Implications

Délivré le : juin 2022

Certifié par INSEAD

Portfolio

Insight-lab

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