AI & Data Science Engineer dedicated to building scalable, production-ready intelligent systems. Expertise spans Advanced Computer Vision, Distributed Big Data Architecture, and Autonomous GenAI Agents.
Real-time perception system using YOLOv11m trained on BDD100K. Integrated SAHI to detect small distant objects with 84% Precision.
Processed 1 Million+ transactions using PySpark. Solved class imbalance (8.7% fraud) using custom class weighting, achieving AUC > 0.99.
Autonomous agent bridging WooCommerce and Dolibarr ERP. Features "Tool Use" capabilities to perform real-time SQL inventory checks.
Ensemble Deep Learning architecture combining VGG16 & ResNet50. Implemented a custom Channel Attention Mechanism to detect Glioma/Meningioma.
Embedded system deployed on Raspberry Pi 4. Uses a custom CNN (96% accuracy) combined with HSV filtering to eliminate false positives.
End-to-end pipeline using PySpark. Implements TF-IDF feature extraction and Naive Bayes classification to handle massive text datasets.
© 2025 Mohamed Aziz Sakiss