AI Engineer with less than a year in Generative AI & Machine Learning
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI Engineer with experience building and deploying machine learning systems and generative AI applications. Worked on end-to-end solutions, from data processing to production systems with measurable impact.
Euromed University of Fez (UEMF)
Artificial Intelligence Engineering degree · Artificial Intelligence Engineering
August 1, 2020 – June 30, 2025
Elavi
AI Engineer
November 1, 2025 – Present
Casablanca, Casablanca-Settat, Morocco
Mapeau.ma
AI & Software Engineer
July 1, 2025 – October 1, 2025
Casablanca, Casablanca-Settat, Morocco
CGI Technologies and Solutions
AI Engineer Intern
February 1, 2025 – July 1, 2025
Fes, Fès-Meknès, Morocco
IDEMIA Morocco
AI Engineer Intern
July 1, 2024 – September 1, 2024
Casablanca, Casablanca-Settat, Morocco
IDEMIA Morocco
AI Engineer Intern
July 1, 2023 – September 1, 2023
Casablanca, Casablanca-Settat, Morocco
Arabic Handwritten OCR
June 1, 2026 – Present
Built an OCR pipeline for Arabic handwritten text, including image preprocessing (denoising, binarization, deskewing) and sequence-based text recognition. Implemented an RNN-LSTM model for character sequence prediction, handling the challenges of cursive Arabic script. Improved extraction accuracy using post-processing and rule-based validation on predicted text.
Voice Customer-Support Assistant
June 1, 2026 – Present
Built a voice customer-support assistant using STT + ElevenLabs TTS for natural real-time replies. Automated ticket creation and follow-ups via n8n workflows, with conversation logging for continuous tuning.
Earthquake Magnitude Prediction
June 1, 2026 – Present
Built a regression pipeline to predict earthquake magnitudes from seismological features (USGS dataset), including data cleaning, feature engineering, and exploratory analysis. Benchmarked Linear Regression, Random Forest, XGBoost, SVR, and MLP. Analyzed model behavior using feature importance and residual analysis to diagnose errors and select the final model.
Sentiment Analysis (NLP)
June 1, 2026 – Present
Built an end-to-end NLP pipeline with text normalization, tokenization, and lemmatization, using TF-IDF and dense embeddings as input features. Trained and evaluated Logistic Regression, Naive Bayes, LSTM, and a fine-tuned BERT model using accuracy, precision, recall, and F1-score. Compared classical and transformer-based approaches, analyzing trade-offs in performance, generalization, and computational cost.
Cultural Fit Analysis
The candidate's academic projects and internships demonstrate a strong interest and consistent pursuit of AI engineering roles. The diversity of projects (NLP, CV, Generative AI, recommendation systems) indicates adaptability and a broad skill set, which aligns well with dynamic, innovation-driven environments. The experience with both academic and industry projects, including internships at CGI and IDEMIA, suggests a proactive and engaged approach to career development. The current role at Elavi as an AI Engineer further solidifies their commitment to the field and ability to contribute to real-world applications.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a structured approach to problem-solving, including benchmarking, error analysis, and trade-off evaluation. Experience in leading design and development suggests leadership potential and operational readiness. The focus on 'human-in-the-loop validation' and '90%+ scoring agreement' implies an understanding of practical deployment challenges and the importance of measurable impact.