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WebCat
Neural network-based website categorization system using machine learning for automatic classific...
Python
TensorFlow
Neural Networks
NLP
Available for opportunities
I'm Samuele
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Interdisciplinary researcher exploring the convergence of Neurosymbolic AI, Language Systems, and Binary Analysis — bridging mathematics, cognitive science, and computational theory.
4+
Years Experience
10+
Projects
3
Focus Areas
Scroll to explore
What I Do
Areas of Expertise
Interdisciplinary research at the intersection of AI reasoning, formal language theory, and low-level systems.
Neurosymbolic AI
Researching reasoning mechanisms in LLMs through context engineering, symbolic-neural integration, and cognitive architectures. Exploring how machines can think.
Languages & Compilers
Designing compilers, interpreters, and virtual machines. Exploring formal language theory, type systems, and the mathematical foundations of computation.
Malware & Binary Analysis
Static and dynamic analysis of binaries using Ghidra, IDA Pro, and x64dbg. Understanding program behavior at the lowest level of abstraction.
My Work
Featured Projects
A selection of my work spanning AI, systems programming, and security research.
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LC3VM
Implementation of the LC-3 Virtual Machine, a complete educational computer system emulator.
C
Assembly
Virtual Machine
Emulation
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Parkinson Repast Kit
Multi-agent simulation framework for Parkinson's disease research using REPAST.
Java
Multi-Agent Systems
REPAST
Simulation
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MapyReduce
Lightweight MapReduce implementation for distributed data processing in Python.
Python
Distributed Systems
MapReduce
Big Data
Blog
Latest Articles
Thoughts on AI, security research, and systems programming.
Malware Analysis
The Archaeology of Attack: How DMS Reads What Malware Tries to Erase
What if your scanner could see what the operating system pretends doesn't exist? A deep dive into raw disk forensics,...
AI & Context Engineering
Emergent Introspective Awareness in LLMs: Can AI Know What It's Thinking?
A deep dive into groundbreaking research on LLM introspective awareness, exploring how models can detect their own in...
Malware Analysis
Setting Up a Safe Malware Analysis Environment
A comprehensive guide to setting up an isolated environment for safe malware analysis using REMnux and virtual machines.
Let's Build Something Together
Interested in collaborating on AI projects, security research, or systems programming? I'm always open to discussing new opportunities.