Ahmed Ben Salah
ICT Engineering student at INSAT, building intelligent systems where multi-agent AI meets network automation and offensive security — making machines think, and systems unbreakable.
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I engineer systems that think — and break the ones that shouldn't.
I'm a 5-year ICT Engineering student at INSAT (2024–2029), specializing in Artificial Intelligence & Machine Learning. My work lives where intelligent systems meet hard engineering — multi-agent AI, RAG pipelines, network automation, and offensive security.
I've shipped production AI automation at Welyne, architected a multi-modal multi-agent RAG system, and cut Cisco lab configuration time by 95% with LLM-driven NetDevOps. Off the keyboard, I'm reverse-engineering on HackTheBox and tuning real-time control software for autonomous robots.
I'm driven by one question: how do systems break — and how do you make them unbreakable?
Intelligent Systems
Multi-agent orchestration, RAG, LLM integration, and autonomous workflow automation.
Offensive Security
Penetration testing, ethical hacking, packet analysis, and network defense.
Applied Networking
CCNA-level routing & switching, dual-stack design, and intent-based NetDevOps.
The full stack, from silicon to model.
- AI × SecurityAdversarial ML and LLM red-teaming — my main direction, with a published FGSM attack
- LLM & Agent EngineeringMulti-agent RAG systems, one shipped into a live product
- Machine LearningStanford / DeepLearning.AI — supervised learning, neural networks, decision trees
- Offensive SecurityTryHackMe CS101 · PicoCTF · OverTheWire Bandit
- Networks & TelecomINSAT RT engineering track — architecture, protocols, routing
- Embedded & RoboticsIEEE Micromouse 2026 — 3rd of 7 · NXP Cup 2026 — 3rd of 16, national
A timeline of building things.
Kept building the AI Commandos platform alongside my studies: LinkedIn, Facebook and Instagram publishing verified with real posts, per-workspace choice of language model, email verification at signup, PowerPoint deck generation, and a security and QA review of the deployed application that surfaced tokens passed in URLs and access checks that failed open.
Designed and built an end-to-end LinkedIn automation system that scrapes high-value profiles and autonomously executes personalized outreach at scale. Engineered intelligent pipelines combining web scraping, LLM-powered message personalization, and behavioral automation — delivered as a production-ready product on the ai-commandos.com platform.
Designed the robot in CAD and wrote all of its software for a 16×16 maze: a flood-fill solver that updates its distance map as time-of-flight sensors discover walls, and PID motion control on N20 motors with encoders and a gyroscope, tuned on the track through an on-board OLED menu.
Took 3rd nationally as the youngest team in the field — despite the main Teensy board short-circuiting 60 minutes before the race with zero test runs on the replacement hardware. Owned real-time PID control software and designed chassis components in SolidWorks; the robot completed the full track and stopped exactly 5 cm from the target.
5-year engineering program covering software engineering, networking, AI, machine learning, data science, and embedded systems. Specializing in Artificial Intelligence & Machine Learning, with active involvement in competitive programming and cybersecurity research.
Projects that ship and win.
Certified by Stanford, Harvard & Cisco.
Advanced Learning Algorithms
Neural networks in TensorFlow, softmax and Adam, bias and variance, decision trees, random forests and XGBoost.
Verify credentialSupervised Machine Learning: Regression and Classification
Linear and logistic regression, cost functions, gradient descent, feature engineering, regularization.
Verify credentialCS50: Intro to Computer Science
Algorithms, data structures, C, Python, SQL, and web development.
Verify credentialCCNA: Introduction to Networks
Routing, switching, and core networking fundamentals.
Verify credentialCertified SolidWorks Associate
CAD, 3D modeling, and mechanical design (CSWA).
Verify credentialApplied Calculus
Applied mathematics and quantitative reasoning.
Verify credentialLet's build something that's unbreakable.
I'm actively seeking an internship or junior engineering role in AI, automation, or security. My inbox is always open.