Freelancer profile translated to English.
Back to original languageAbout Dhiya
My portfolio and shared expertise:
I am a Data Scientist, AI Engineer, and Associate Professor in science and technology.
With a dual excellence in education – a graduate engineer from the National Polytechnic School and a Master's degree in Artificial Intelligence & Data Science from Aivancity School
I have over 3 years of experience in designing innovative AI solutions, specializing in Machine Learning, Deep Learning, Natural Language Processing (NLP), LLMs (Large Language Models), and Generative AI (GenAI).
As an Associate Professor, I teach in excellence programs in:
• Applied Artificial Intelligence
• Data Science & MLOps
• Advanced Mathematics
• Applied Physics
• Statistics and Modeling
My teaching methodology is grounded in industrial reality, allowing me to combine academic rigor with operational implementation.
Areas of Expertise:
• MLOps, Data Engineering & production deployment
• Computer Vision & image processing
• Advanced web scraping & data collection automation
• Intelligent recommendation & personalized engines
• Market segmentation & behavioral modeling
• Business process automation (finance, marketing, HR, etc.)
• Technology audit & AI strategy (due diligence, R&D, PoC)
I also act as an AI expert in consulting and evaluation missions, notably for:
• Auditing a company's AI maturity
• Co-constructing a pragmatic AI roadmap
• Training and structuring technical teams (including participating in the recruitment of Data Scientists and Tech Leads)
My goal: to transform your data into tangible value through robust, explainable algorithms designed for business use.
Startups, SMEs, innovation or data departments – let's work together to deploy truly useful and profitable AI solutions.
French
Native or bilingual
English
Native or bilingual
Arabic
Native or bilingual
Can work on-site
Paris (up to 50km), France (up to 50km), Nice (up to 50km), Lille (up to 50km)
Experience
- Amzil AIAI Engineer - FreelanceTECHNovember 2024 - Today (1 year and 7 months)Paris, France
- Develop and deploy custom AI solutions, collaborating with businesses to define objectives and integrate AI models to optimize performance and cost-efficiency.
Teach advanced AI courses to university students, covering data processing, complete machine learning workflows, deep learning architectures, and practical applications across various sectors.Guide students in Machine Learning Operations (MLOps), including deployment, monitoring, and model lifecycle management, focusing on designing robust and ethical AI systems.Raise awareness of AI system vulnerabilities, including biases, adversarial attacks, and model robustness, to prepare students for designing secure and reliable AI solutions. - Software ClubData ScientistSeptember 2023 - September 2024 (1 year)Paris, FranceApplying AI in Investment and finances: Market segmentation, screening, companies profiling...etc. Build ML and DL models in the field of investment where I build AI systems in order to automate tasks that are time consuming and costly for the research team. The use of different technologies in GenAI and NLP such as: Retrieval augmented generation, Parameter efficient fintuning and zero shot classification.
- partnership(ComputerAI Research Scientist Intern-SchoolOctober 2022 - April 2023 (6 months)Myteam, CachanConducted research on using Laban movement analysis to detect emotions and developed a method of using dynamic time wrapping algorithm to handcraft features from video data and classify them into the corresponding emotions, achieving 90% accuracy. Trained and deployed deep learning models for real-time emotion detection. Worked extensively with computer vision and machine learning libraries, including OpenCV, TensorFlow, Keras, DeepFace , and scikit-learn.
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Education
- Polytechnic EngineerNational Polytechnic School2021Polytechnic Engineer
- PGE-Master's degree in Artificial Intelligence and Data Scienceaivancity School for Technology, Business & Society2024PGE-Master's degree in Artificial Intelligence and Data Science
Certifications
- Generative AI with Large Language ModelsDeepLearning.AI, Amazon Web Services
- Microsoft Certified: Azure AI FundamentalsMicrosoft2022