Mohamed Ayari Email & Phone Number

Tunis, Tunisia

Tunisia

Tunisie

✅ Architected, Developed, and Deployed a Real-Time Interactive Chessboard Analyzer- Collaborated closely with AI Architect Mr. Oussama Chelly to design a robust, scalable system architecture, ensuring seamless integration of machine learning components.- Architected and deployed a high-performance data ingestion pipeline, achieving over 30% faster database ingestion using a parallelized ETL process on AWS.- Implemented Change Data Capture (CDC) patterns to relay real-time updates to RabbitMQ queues, enhancing responsiveness and minimizing data latency.- Designed and managed a Bytewax-based streaming pipeline for real-time processing, embedding data with Superlinked, and optimizing vector storage in a Qdrant database for efficient retrieval.- Developed a training pipeline with advanced chess-specific feature engineering, fine-tuning an open-source LLM to meet text generation benchmarks comparable to larger models, enabling real-time analysis capabilities.

Tunisie

✅Developed Computer Vision solution and deployed it on edge devices.-Implemented advanced data augmentation strategies to significantly boost model performance across diverse tasks.- Explored HydraNets for active vision applications, utilizing ResNet encoder backbones and multiple prediction heads, culminating in a comprehensive research report for model development on a four-wheeled robot.- Leveraged PyTorch and TPU computing power to fine-tune large-scale pre-trained models for enhanced efficiency. -Executed real-time classification tasks on an Nvidia Jetson AGX board, optimizing for performance and responsiveness in dynamic environments.

Tunisie

✅Integrated Analytics Dashboard Development and Backend Unification- Developed components of the internal ETL tool in Python and SQL.

Californie, États-Unis

✅ Data Pipeline Development for E-commerce Product Recommendation System- Designed scalable, high-performance data pipelines for real-time analytics systems.- Optimized data flow and storage using Kafka and advanced ETL processes.- Developed robust, secure APIs ensuring seamless data access and integration.- Implemented rigorous data quality standards, enhancing reliability and compliance.

Master'S Degree, Computer Science

Bachelor'S Degree, Applied Mathematics