Adnane Riyadi

Introduction

I'm an AI & Data Science Engineer specialized in building intelligent systems powered by LLMs, autonomous agents, and RAG architectures, with a focus on real-time ML applications in automation and data security. Professionally, I've designed and deployed AI-driven systems across cybersecurity, communications analysis, and sales automation. My recent work includes an AI-powered SOC assistant achieving 92% accuracy in incident severity prediction, a multimodal analysis platform processing text, audio, and video in real-time, and intelligent chatbots using RAG with vector databases for enterprise automation. I've also built scalable data pipelines on Azure, AWS, and real-time streaming systems with Kafka. I'm comfortable handling the complete AI development lifecycle, from research and prototyping to production deployment, working with PyTorch, TensorFlow, LLMs (LLaMA, GPT), NLP frameworks, and modern MLOps tools. My computer engineering foundation allows me to bridge deep AI expertise with full-stack engineering when needed. I'm passionate about applying AI to solve complex, real-world challenges, whether it's automating security operations, extracting insights from multimodal data, or streamlining business processes with intelligent agents. I thrive in environments where cutting-edge AI meets practical impact. Let's connect and build smarter, more secure systems together.

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