Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

Hi, I'm Auriane Mahfouz, a passionate Machine Learning Engineer with a strong background in data science, natural language processing, and AI-driven solutions for healthcare. I hold a Master's degree in Data Science from the University of Padua and a Bachelor's degree in Bioinformatics. I've worked on developing AI systems for clinical trials and improving information retrieval through advanced NLP techniques. I enjoy collaborating with experts to create compliant and user-friendly AI applications, especially in healthcare and drug development. Besides my technical work, I tutor university students in Python, R, and English, always aiming to make learning engaging and effective.…Hi, I'm Auriane Mahfouz, a passionate Machine Learning Engineer with a strong background in data science, natural language processing, and AI-driven solutions for healthcare. I hold a Master's degree in Data Science from the University of Padua and a Bachelor's degree in Bioinformatics. I've worked on developing AI systems for clinical trials and improving information retrieval through advanced NLP techniques. I enjoy collaborating with experts to create compliant and user-friendly AI applications, especially in healthcare and drug development. Besides my technical work, I tutor university students in Python, R, and English, always aiming to make learning engaging and effective.

Auriane Mahfouz





Hi, I'm Auriane Mahfouz, a passionate Machine Learning Engineer with a strong background in data science, natural language processing, and AI-driven solutions for healthcare. I hold a Master's degree in Data Science from the University of Padua and a Bachelor's degree in Bioinformatics. I've worked on developing AI systems for clinical trials and improving information retrieval through advanced NLP techniques. I enjoy collaborating with experts to create compliant and user-friendly AI applications, especially in healthcare and drug development. Besides my technical work, I tutor university students in Python, R, and English, always aiming to make learning engaging and effective.…Hi, I'm Auriane Mahfouz, a passionate Machine Learning Engineer with a strong background in data science, natural language processing, and AI-driven solutions for healthcare. I hold a Master's degree in Data Science from the University of Padua and a Bachelor's degree in Bioinformatics. I've worked on developing AI systems for clinical trials and improving information retrieval through advanced NLP techniques. I enjoy collaborating with experts to create compliant and user-friendly AI applications, especially in healthcare and drug development. Besides my technical work, I tutor university students in Python, R, and English, always aiming to make learning engaging and effective.

Available to hire

Hi, I’m Auriane Mahfouz, a passionate Machine Learning Engineer with a strong background in data science, natural language processing, and AI-driven solutions for healthcare. I hold a Master’s degree in Data Science from the University of Padua and a Bachelor’s degree in Bioinformatics. I’ve worked on developing AI systems for clinical trials and improving information retrieval through advanced NLP techniques.

I enjoy collaborating with experts to create compliant and user-friendly AI applications, especially in healthcare and drug development. Besides my technical work, I tutor university students in Python, R, and English, always aiming to make learning engaging and effective.

Skills

Experience Level

Python

Expert

Data Science

Expert

Microsoft Office

Expert

Intermediate

API

Intermediate

Google Cloud

Intermediate

Language

French

Fluent

Arabic

Fluent

English

Fluent

Italian

Advanced

Spanish; Castilian

Beginner

Work Experience

Machine Learning Engineer at BIORCE

January 1, 2025 - Present

Working on the development of AI solutions for clinical trials, focusing on scaling chatbot systems and enhancing large language model integration. Building pipelines using LangChain, RESTful APIs (FastAPI, Flask) for model deployment and API communication. Utilizing Google Cloud Platform tools such as Vertex AI, Cloud Functions, and BigQuery to process data and run models. Integrated multiple data sources using APIs and web scraping. Developed a Model Context Protocol server to enable AI agents to access external tools and clinical trial data. Collaborated with subject matter experts to ensure NLP solutions met clinical compliance and usability standards.

Machine Learning Engineer Intern at BIORCE

December 31, 2024 - July 26, 2025

Developed and tested an AI chatbot for clinical trials focusing on large language models, implementing Retrieval-Augmented Generation (RAG), fine-tuning, vector databases, and improving document retrieval. Optimized prompt engineering and query enhancement techniques.