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AI Engineer with 2+ years in Generative AI, Machine Learning & NLP
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Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Asmae Defaa is a dedicated Data Scientist with 2.5 years of experience specializing in Generative AI. Her expertise spans developing AI-driven solutions, including intelligent chatbots and anomaly detection systems, utilizing technologies like LLMs, RAG, and cloud platforms. She has a strong background in NLP, machine learning model development, and data pipeline automation, demonstrated through impactful projects in various client settings.
Faculté des Sciences et Techniques
MASTER SYSTÈMES INFORMATIQUES ET MOBILES · Computer Science and Mobile Systems
August 1, 2022 – June 30, 2024
Faculté des Sciences et Techniques
Licence en génie Informatique · Software Engineering
August 1, 2019 – June 30, 2022
Corelia
Data Scientist
September 1, 2024 – Present
Tangier, Tanger-Tétouan-Al Hoceïma, Morocco
Ministère de l'Économie et des Finances
Data Scientist
February 1, 2024 – July 1, 2024
Rabat, Morocco
Smart Automation Technologies
Data Scientist
July 1, 2023 – September 1, 2023
Tangier, Tanger-Tétouan-Al Hoceïma, Morocco
Databricks Certified Generative AI Engineer Associate
Databricks
June 1, 2026 – Present
ML Pipelines on Google Cloud
Google Cloud
June 1, 2026 – Present
Generative AI with Large Language Models
DeepLearning.AI
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's diverse project experience across different industries (finance, tourism, logistics, internal tools) and client types (Ficofi, MTI France, Ricoh France, Ministry of Economy) suggests adaptability and a broad perspective, which are positive indicators for cultural fit. Their involvement in developing solutions for various business problems, from chatbots to supply chain optimization, shows a versatile and problem-solving mindset. The certifications in Generative AI and ML Pipelines on Google Cloud demonstrate a commitment to continuous learning and staying current with industry trends, which aligns well with a dynamic and innovative work culture. The candidate's experience with collaborative tools like Git/GitHub and Scrum further supports their ability to integrate into team-oriented environments.
Soft Skills & Operational Fit
The candidate's resume demonstrates strong problem-solving skills through various project descriptions, tackling complex challenges like anomaly detection, sentiment analysis, and automated document processing. Their experience in client-facing projects (Ficofi, MTI France, Ricoh France) suggests an ability to understand business requirements and deliver practical AI solutions. The use of Scrum and Jira indicates familiarity with agile methodologies and collaborative development environments. The candidate's ability to work across different technical stacks and integrate various tools (e.g., Asana API, Webhooks) points to adaptability and a systematic approach to project execution.