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Portfolio Showcase

All Projects

Explore my technical work spanning AI/ML engineering, cloud infrastructure, and enterprise software development

Intent-Aware Conversational AI

Intent-Aware Conversational AI

Master's Thesis project (Grade 1.0): Built before ChatGPT, combining LLMs with internet retrieval and uncertainty modeling to reduce hallucinations.

LLMsRAGGraph AnalysisMeta-Awareness
BERT4Rec Recommender System

BERT4Rec Recommender System

Implementation of the BERT-based sequential recommendation system for personalized content suggestions.

TransformersBERTRecommender SystemsNLP
eBPF Real-time Network Monitoring

eBPF Real-time Network Monitoring

Industry 4.0 solution using eBPF & XDP for sub-millisecond detection latency across multi-cloud environments.

eBPFXDPNetwork MonitoringMulti-Cloud
Bookstore Chatbot with Rasa

Bookstore Chatbot with Rasa

Multilingual chatbot for e-commerce, providing personalized book recommendations and order tracking.

RasaNLPVue.jsDockerChatbot
OpenStack Cloud Deployment

OpenStack Cloud Deployment

Private cloud infrastructure using Kolla-Ansible on Google Cloud Platform with performance benchmarking.

OpenStackKolla-AnsibleCloud InfrastructureGCP
Adversarial Attacks in AIOps

Adversarial Attacks in AIOps

Research on security vulnerabilities in AI-based operations, testing defense mechanisms against adversarial examples.

AIOpsSecurityAdversarial MLMLOps

Interested in collaboration?

I'm always open to discussing new opportunities and innovative AI/ML projects.

AmroHendawi

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