Myriam Mendli

– Mission: Aerospace company with the project dedicated to developing cutting-edge applications. Provide technical guidance and support to project teams throughout the development lifecycleImplement, evaluate and produce GenAi plateform using RAG system for several documents (pdf, images, csv, docs, etc.). – use GCP - Vertex Al expertise to design and develop innovative applications – Develop and deploy ML models using Vertex Al – Build and manage Vertex Al pipelines – Implement LLMOps.

– Mission: Implementation of a chatbot based on Generative Al based on a RAG system to answer customers questions directly or to assist an internal agent in the search for information – Audit of the operational need and scoping of the project – Benchmarking of the different models – LLM and embedding – to choose the most efficient for the use case – Agile development of the GenAl chatbot

– Design and industrialization of 2 computer vision models, enabling users in various global production sites to improve operational efficiency and results. – Mission 1: Improvement of machine learning models, on Databricks and Edge Computing, allowing the classification of images by considering different factors of the production chain. – Audit of operational needs – Understanding of the existing situation and implementation of specific features/algorithms – Result: Deployment of models on 6 sites with an average accuracy of 98% (MAP) – Mission 2: Development and production of a machine learning model for image classification using PySpark and Azure tools such as Databricks, Blob Storage, and MIFlow. – Design of a scalable architecture for image classification with an accuracy of more than 90% – Development of customized solutions to solve complex business problems – Efficient database creation and management, optimizing queries and ensuring data reliability

Consultant for a retail company

Within the Supply Chain Operations team – Participation in the development of best practices between different production sites in the world – Collection of needs and specifications from business experts – From different data sources, creation of analysis techniques, models and capacity tests – Data analysis, data preparation and business KPI prediction – Reporting & Bi: Tableau and PowerBI

Within the IDway product integration team – Proof Of Concept of reporting software: Jasper Studio and ELK – Deployment of the log flow within ELK – Data analysis in order to identify, through population statistics, the key indicators that represent the sample population – Visualization through Kibana technology