Available to hire
Hi, I’m Yasmine Rmedi, a junior AI Engineer and Data Scientist based in Tunis, Tunisia. I recently earned a Master’s in Big Data Analytics and E-commerce with a focus on NLP and conversational systems. I enjoy turning data into practical AI solutions and designing scalable systems that enhance user experiences.
I have hands-on experience building RAG pipelines, deploying ML models in production, automating data ingestion with Playwright, and delivering backend services with Python, FastAPI, and containerization. I thrive in collaborative teams and am excited to apply my skills to real-world challenges in telecom, tech, and data-driven industries.
Skills
Language
English
Advanced
Work Experience
AI Engineer at Sintegra Consulting
October 1, 2025 - PresentDesigned and optimized prompts for Large Language Models (LLMs) to improve performance and relevance. Implemented Retrieval-Augmented Generation (RAG) pipelines with vector embeddings for efficient knowledge retrieval. Managed and maintained vector databases (Qdrant) to support AI-driven applications. Integrated OpenAI and Mistral LLMs into production NLP solutions. Automated scalable web data collection using Playwright. Built backend services to handle API requests and webhook data streams. Containerized microservices with Docker, collaborated on Git and project management, and implemented conversation context and memory management using Redis to enhance AI interactions.
Data Scientist (Final Year Project) at Tunisie Telecom
March 1, 2025 - June 1, 2025Developed an upsell predictive model using PySpark ML (97% accuracy, 91% F1-score) and deployed in production via FastAPI and React. Produced analytical reports using Power BI for performance monitoring and decision-making.
Data Science Intern at Click and Win
July 1, 2024 - September 1, 2024Implemented a similarity calculation microservice integrating NLP techniques to compare queries with MongoDB-stored data, optimizing efficiency and minimizing external server calls.
Data Science Internship at Click and W
July 1, 2024 - September 30, 2024Developed and deployed a fraud detection model for surveys using Random Forest, FastAPI, and Docker. Created a customer satisfaction analysis dashboard with Power BI, facilitating the identification of areas for improvement based on user feedback on restaurant ticket services. Implemented a microservice for similarity calculation using NLP techniques to compare input questions with those stored in a MongoDB database, reducing external server calls and optimizing efficiency. Integrated OAuth authentication to secure API access. Built an application management dashboard with Streamlit and FastAPI to control and manage API access.
Full-Stack Intern at Tunidev
February 1, 2023 - May 1, 2023Developed an automated fiscal reporting tool. Collaborated with business teams to adapt reports to operational requirements.
End of Study Internship at Tunidev
February 1, 2023 - May 31, 2023Designed and developed a web application to automatically generate a declaration file for invoices issued under suspension using React.js, Nest.js, and PostgreSQL. Followed the Agile Scrum methodology.
Internship at GOA commerce
July 1, 2021 - August 31, 2021Observed the functionalities of the ERP and configured a multinational company on the Odoo ERP.
Education
Master's in Big Data and E-commerce at IHEC Carthage
January 1, 2023 - January 1, 2025Bachelor's in Business Intelligence at ESSCECT
January 1, 2020 - January 1, 2023Master’s Degree in Big Data Analytics and E-commerce at IHEC Carthage
January 1, 2023 - January 1, 2025Bachelor’s Degree in Business Intelligence at ESSECT
January 1, 2020 - January 1, 2023Qualifications
Fundamentals of Deep Learning – NVIDIA
January 11, 2030 - January 25, 2026Building Transformer-Based NLP Applications – NVIDIA
January 11, 2030 - January 25, 2026AI for Predictive Maintenance – NVIDIA
January 11, 2030 - January 25, 2026Data Analysis Using Excel – Coursera
January 11, 2030 - January 25, 2026Learning Python – LinkedIn Learning
January 11, 2030 - January 25, 2026Data Cleaning – Kaggle
January 11, 2030 - January 25, 2026Introduction to SQL – Kaggle
January 11, 2030 - January 25, 2026NVIDIA: Fundamentals of Deep Learning, Transformer-Based NLP, AI for Predictive Maintenance
January 11, 2030 - April 18, 2026Datacamp: Data Engineering, LLM Concepts
January 11, 2030 - April 18, 2026Industry Experience
Software & Internet, Professional Services, Education, Retail, Other, Telecommunications
Skills
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