Generative AI and AI Engineer with practical experience developing LLM-integrated applications, Retrieval-Augmented Generation (RAG) systems, and deep learning solutions from Proof-of-Concept (POC) to scalable cloud depl…
Generative AI and AI Engineer with practical experience developing LLM-integrated applications, Retrieval-Augmented Generation (RAG) systems, and deep learning solutions from Proof-of-Concept (POC) to scalable cloud deployment. Proficient in Python, FastAPI, NLP pipelines, and AWS-based infrastructure. Experienced in designing RESTful services, optimizing model performance, and delivering production-ready AI applications within Agile development environments.
Developed a Stable Diffusion-based system to transform textual prompts into high-resolution visual outputs., Improved CPU inference efficiency by optimizing memory utilization and generation latency., Designed RESTful APIs with Flask to handle real-time image generation requests., Refined output consistency through advanced prompt structuring and parameter calibration., Deployed the solution in containerized environments using Docker for portability and reproducibility.
Built an end-to-end deep learning pipeline to classify MRI scans into three tumor categories., Trained on 2,500+ annotated MRI images using augmentation strategies to enhance generalization., Achieved 95% validation accuracy with a 20% reduction in validation loss., Conducted performance tracking across 25 training epochs using evaluation metrics., Packaged the inference application with Docker and streamlined build automation workflows.
Created an NLP-based virtual assistant to address institutional queries using semantic understanding., Integrated Sentence Transformers with FAISS for high-speed vector similarity search., Engineered scalable backend services using FastAPI., Hosted and managed the application on AWS EC2 for real-time accessibility., Designed a modular system architecture to support scalability and maintainability.
نظام التوظيف التشغيلي المعتمد على الذكاء الاصطناعي أولاً، الذي يوحّد ويؤتمت دورة التوظيف بالكامل للمؤسسات الحديثة حول العالم.
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