Navid Sadeghi

AI & Security Engineer · Lifelong learner

I'm hooked on learning. It took me from circuits and control systems to the web, the cloud and now AI. I still can't stop.

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About

I build AI agents for SOC work and SIEM platforms for IT and industrial (OT) networks. I also run production infrastructure on Kubernetes and AWS EKS.

My background is in control systems. During my M.Sc., I trained reinforcement learning controllers for quadrotors. I still think of AI in terms of systems that observe, reason, decide and act.

Curiosity led me from hardware to web development and from DevOps to security and AI. Teaching has been part of that journey. Explaining something is how I learn it best.

Projects

Amin Raay · Agentic AI

Danaye Amin, AI SOC Tier-1 Agent

An LLM agent that reads alerts from the SIEM, investigates each one by running queries through its tools and handles Tier-1 triage.

LLM AgentsMCPElastic

Amin Raay · Security Monitoring

ELK-based SIEM for IT

Collects logs from Windows, Linux, switches, firewalls, antivirus, IDS, web servers, IIS and ESXi, with detection rules and dashboards. In production at several companies.

Elastic StackDetection Rules

Amin Raay · Industrial Security

SIEM for OT / ICS

Extends the SIEM to industrial networks, with logs from PLCs, industrial switches and engineering workstations, plus OT-specific detection rules.

OT / ICSElastic Stack

Amin Raay · LLM Application

ERP Chatbot

Guardrails check each question before an LLM turns it into a database query. The results come back as the answer.

Text-to-SQLLocal LLMsFastAPIReact

Amin Raay · Voice AI

IT Support Voice Assistant

A phone-based assistant that answers callers' IT support questions using speech recognition and an LLM.

VoIPSpeech RecognitionLLM

Work Experience

Amin Raay Full-time
Security & AI Engineer · Researcher
Oct 2026 – Present

Researching AI agents for security operations. Built Danaye Amin and the SIEM for IT and OT, plus an ERP chatbot and an IT support voice assistant. Previously worked here as a Full-stack & DevOps Engineer from May 2023 to Oct 2026, using Rust, stream processing, Kubernetes, Terraform and Azure.

Tolaab Part-time
DevOps & Backend Engineer · Remote, Dubai
Mar 2025 – Present

Manage AWS EKS infrastructure, run CI/CD with GitHub Actions, maintain SQL Server, optimize costs and harden security.

Tibobit Advisory
Infrastructure Consultant
Apr 2026 – Present

Advising on cloud infrastructure, Kubernetes, CI/CD, reliability and cost optimization.

Gomo Part-time
DevOps Engineer · Remote, Spain
Sep 2026 – Present

Manage AWS EKS infrastructure, run CI/CD with GitHub Actions, maintain SQL Server, optimize costs and harden security.

Khabarchain
Full-stack Developer · Technical Team Lead
Jun 2021 – Sep 2025

Led the technical team that built and launched a cryptocurrency trading bot, using microservices and Django REST Framework.

MelkRadar
Frontend Developer
Mar 2022 – Sep 2022

Worked on the company's frontend, built with Angular and TypeScript.

Mahan Air
Web Developer Intern
Jun 2019 – Jan 2020

Learned HTML, CSS and JavaScript and built several projects with guidance from the company's technical manager.

Skills

AI
LLM AgentsMCPText-to-SQLLocal LLMsReinforcement Learning
Security
SIEMElastic StackDetection RulesOT / ICS
Infrastructure
KubernetesAWS EKSTerraformDockerGitHub Actions
Languages
PythonRustTypeScriptFastAPIReact

Education

Shahid Beheshti University
M.Sc. Electrical Engineering (Control Systems)
2020 – 2023

Designed DDPG and PPO reinforcement learning controllers for a quadrotor and tested them in ROS/Gazebo. Ran the DDPG controller on a lab platform using Raspberry Pi and PX4 and compared it with a PID controller.

Hamedan University of Technology
B.Sc. Electrical Engineering (Control Systems)
2015 – 2020

FPGA teaching assistant and member of the Electrical Engineering Scientific Association. Ran workshops on AVR microcontrollers and MATLAB.

Teaching & Recognition

Contact

Interested in agentic AI, security automation or bringing AI systems into production? Send me an email or a message on LinkedIn. You can also find me on GitHub and X.