GitHub Project
Centralized Agent Platform
This project contains the complete infrastructure, core engine, tooling and configurations for our centralized AI agent platform.
View on GitHubAbout
AI Engineer with a PhD in Computer Science, I have 8 years of experience designing and building innovative artificial intelligence solutions. I specialize in architecting and industrializing AI systems, turning complex prototypes into scalable services. My technical scope covers critical areas such as securing RAG pipelines, time series analysis, and fraud detection. I support data-driven projects across their full lifecycle, from business needs to deployment, and I am also the author of scientific papers and a patent.
Projects
AI and ML demos.
GitHub Project
Chatbot Multimodal
A robust, Azure-powered Retrieval-Augmented Generation chatbot that supports both text and image-based queries. Built with LangChain, FAISS, Azure OpenAI, and Chainlit, with prompt-injection and answer-relevance validation.
View on GitHubGitHub Project
Card Fraud Detection App
Streamlit app for card fraud detection. The repository describes it as a solution for fraud detection using a classification algorithm.
View on GitHubGitHub Project
Text to SQL Agent
Lightweight demo that converts natural-language queries into SQL, validates them with guardrails, executes against Azure SQL, and can regenerate or fix failing statements using an LLM.
View on GitHubResearch
Publications
Journal Articles
IoT-5G and B5G/6G Resource Allocation and Network Slicing Orchestration Using Learning Algorithms
IET Networks
View publicationData Collection in IoT Networks: Architecture, Solutions, Protocols and Challenges
IET Wireless Sensor Systems
View publicationA Review of IoT Network Management: Current Status and Perspectives
Journal of King Saud University - Computer and Information Sciences
View publicationConference Papers
GreenWebAdvisor: Discovering and Recommending Hidden Eco-Design Best Practices
CSCI 2022
View publicationAn Efficient and Adaptive Configuration of IEEE 802.15.4 MAC for Communication Delay Optimisation
NOF 2020
View publicationUsing Machine Learning to Estimate the Optimal Transmission Range for RPL Networks
NOMS 2020
View publicationToward Intelligent Reconfiguration of RPL Networks using Supervised Learning
Wireless Days 2019
View publicationPatent
Contact
Reach out for collaboration, consulting, research discussions, and applied AI opportunities. Email is best for direct contact, and you can also find my work and writing across LinkedIn, GitHub, and Medium.