Simone Chiarelli

About

I build systems and secure them.

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Portfolio

Selected work
AI Engineer

Multi-Agent Binary Explorer

Multi-agent system for binary analysis and vulnerability classification, combining static analysis (Ghidra) with CWE RAG. Features a Python orchestrator, ReAct agents, MCP integration, and full observability via MLflow and Langfuse.

LLMRAGMCP
Cybersecurity

Machine Learning For Malware Detection

Machine learning pipeline for Android malware detection using the Kronodroid dataset. Developed as a Bachelor's thesis, it explores ensemble classification and anomaly detection with multiple preprocessing strategies.

PYTHONMACHINE-LEARNINGMALWARE
Software Engineer

Decentralized Database BigChainDB

Automated 4-node BigchainDB network featuring Byzantine Fault Tolerant consensus, Streamlit and React dashboards, and end-to-end asset lifecycle management on a distributed ledger.

BLOCKCHAINBIGCHAINDBTENDERMINT
All projects

Features

CTF Write-ups

Step-by-step walkthroughs of CTF challenges.

Finance

Personal finance tools.

Security News

Latest cybersecurity advisories and vulnerabilities.

Academy

AI red-teaming and prompt hacking, module by module.

What's coming

Roadmap

Security Toolbox

Browser-based micro security tools.

LLM/RAG Lab

Live demos of AI pipelines.

Certifications Roadmap

Notes, resources, and hosted difficulty ratings for certifications that I achieve.

Binary Explorer — Live

Hosted version of my MSc thesis.

Research Notes

Notes on papers I study.