MZ
MALEK ZITOUNI
Generative AI Engineer Intern
Work Experience
Axe Finance
Jun 2025 - Aug 2025 -2 months
- Job Details:Architected and deployed vision-language model (VLM) system for automated KYC document processing using GPT-4V and custom fine-tuned models, reducing manual review time by 40% and achieving 98% compliance accuracy. Engineered dynamic schema mapping pipeline with transformer-based document understanding, enabling real-time processing of 200+ daily credit applications across heterogeneous financial document formats. Implemented MLOps pipeline with automated model retraining, A/B testing framework, and performance monitoring, improving model drift detection by 60%.
BIM in Touch (Poulina Group)
Aug 2024 - Sep 2024 -1 month
- Job Details:Conducted comprehensive evaluation of state-of-the-art 3D deep learning architectures (PointNet++, RandLA-Net, Point Transformer) for automated BIM generation from point clouds, achieving 92% precision in structural element classification. Designed and implemented end-to-end ML pipeline with data preprocessing, feature engineering, and post-processing optimization, reducing manual correction time by 25% across 15+ concurrent construction projects. Developed custom loss functions and data augmentation strategies for sparse 3D point cloud data, improving model generalization by 18%.
Sicam Industry
Jul 2024 - Aug 2024 -1 month
- Job Details:Applied data analytics and statistical modeling to analyze production workflows, identifying critical bottlenecks and implementing solutions that improved throughput by 15%.
Education
Bachelor's Degree in Machine Learning & Data Science
National Institute of Applied Sciences (INSAT)Jan 2021 - Jan 2026 - 5 yr
Skills
- Deep Learning
- Neural Networks
- CNN
- LSTM
- object detection
- Docker
- Kubernetes
- Transformer Architecture
- Fine-tuning
- Semantic Segmentation
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Languages
French
FluentArabic
FluentEnglish
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