Yesmine Sellami
Project Manager AI & Data | Data Engineering | MLOps | Business-Driven Solutions | Certified IBM Big Data Engineer & AWS Academy Cloud Foundations
Salaire / Taux journalier
Nefta, Tunisie
Freelance, ouvert au CDI
Expertises
À propos
Introduction
As a Computer Engineering graduate specializing in Data Engineering, I am passionate about data management and exploitation, artificial intelligence, and data system architecture. In my current role as AI & Data Project Manager at New-D, I oversee the entire lifecycle of scalable solutions from designing robust architectures to deploying machine learning models in production. My responsibilities include ensuring data quality, optimizing pipeline performance, and maintaining alignment with business objectives throughout the implementation process. I excel in cross-functional environments where I serve as the crucial link between technical teams and business stakeholders. My strength lies in transforming organizational challenges into effective data strategies while promoting best practices in development, system design, and MLOps implementation. I am deeply interested in supporting businesses in their data projects, from analyzing business needs to designing and optimizing tailored solutions. I particularly enjoy acting as the interface between technical teams and business profiles to translate business challenges into high-performing and scalable data solutions while working in a structured project management environment. I have had the opportunity to apply this interest by working on various projects in the banking, insurance, and transportation sectors, which has enabled me to acquire a solid understanding of data modeling, validation, and deployment. Certified in AWS Academy Cloud Foundations and Big Data Engineering (IBM), I have developed skills in managing large volumes of data, optimizing pipelines, and predictive analytics. I have worked on deploying cloud infrastructures on AWS, which has enabled me to implement scalable and high-performance solutions in cloud environments.
Expérience de travail
CDI – Project Manager AI & Data
NewD
mars 2025 - Présent
1 an 8 mois
Luxembourg
As an AI & Data Project Manager, I lead the full lifecycle of data and AI initiatives, ensuring strategic alignment between business objectives, technical execution, and value delivery. My responsibilities span project governance, technical coordination, and innovation enablement. Key Responsibilities: 🔹 End-to-End Project Management for Data & AI Initiatives - Define project scope, milestones, deliverables, and budgets for data/AI products. - Oversee scalable data architecture design and ML model operationalization. - Ensure data quality, model performance monitoring, and business value tracking. 🔹 Technical Leadership & Cross-Functional Coordination - Manage data engineering, science, and analytics teams to deliver high-quality outcomes. - Enforce best practices in data engineering, architecture, and MLOps. 🔹 Stakeholder Engagement & Strategic Alignment - Translate business requirements into actionable technical solutions. - Maintain regular communication with business leaders and IT stakeholders to ensure strategic alignment. 🔹 Technology Scouting & Innovation - Monitor emerging trends in AI, cloud infrastructure, data governance, and analytics. - Recommend high-impact technologies and frameworks for continuous improvement.
Data Engineer
Digitalent
févr. 2024 - août 2024
7 mois
Paris, France
Development of a comprehensive module for analysis and processing of data on a no-code platform. Integration of advanced machine learning and deep learning models.
Cartha Systems
sept. 2022 - mars 2024
1 an 7 mois
Paris, France
Big Data Engineer
juin 2023 - mars 2024
10 mois
Paris, France
Design of a distributed architecture using Hadoop to manage and analyze large amounts of climate data: - Use of Kafka for data ingestion. - Use of Spark Streaming for data processing. - Use of Spark for preprocessing, aggregation, and analysis of climate data, ensuring seamless integration with Spark Streaming for platform consistency. - Use of Apache Hive for interactive queries, facilitating ad hoc analysis and report generation. - Performance monitoring with Ganglia and Ambari for Hadoop and Spark clusters. - Use of Spark History Server for retrospective analysis of Spark jobs. - Data compression with Parquet to reduce storage size and improve query efficiency. - Development of interactive dashboards using Tableau to visualize climate data.
Data Engineer
sept. 2022 - mai 2023
9 mois
Paris, France
Mission 1: Development of a sentiment analysis application for online customer reviews, which includes extracting customer reviews from various online platforms, transformation, normalization, and sentiment analysis using a machine learning model (BLSTM), loading the analyzed data into a NoSQL database (MongoDB), managing scheduling and orchestration of ETL tasks with Apache Airflow, and containerizing the application with Docker. Mission 2: Design and deployment of a log management solution with ELK, incorporating advanced security measures from Elastic Security for threat detection and prevention, as well as managing security incidents and investigations.
Data Science
Freedom Of Dev Services
févr. 2023 - mai 2023
4 mois
Gouvernorat Sfax, Tunisie
Implementation of an intelligent chatbot for student guidance during registrations at our IIT institute.
Technical Lead
International Consulting Canada
févr. 2021 - oct. 2021
9 mois
41439 Cañada Rosal, Séville, Espagne
Led the development of a project management web application integrating artificial intelligence to anticipate critical delays and optimize task allocation, specifically tailored for the construction and infrastructure sectors, while supervising and assisting interns in mastering AngularJS framework concepts to develop high-performance web applications.
End-of-Year Project Internship
Exadev
févr. 2020 - mai 2020
4 mois
Gouvernorat Sfax, Tunisie
Development of a web-based human resources management application
Formation
North American Private University: International Institute of Technology
Engineer's degree, Computer engineering
2021 - 2024
2 ans 11 mois
Higher Institute of Computer Science and Multimedia in Sfax
Licentiate degree, Computer Science
2017 - 2021
3 ans 11 mois
Licences et certifications
Big Data Engineer Certificate
Délivré le : déc. 2023
AWS Academy Graduate - AWS Academy Cloud Foundations
Délivré le : déc. 2023