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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.
AI & Context Engineering
Quantum Context Engineering — When Words Become Wavefunctions
A framework where meaning obeys quantum rules — superposition, collapse, interference, non-commutativity — with pract...
AI & Context Engineering
Symbolic Reasoning in Large Language Models
A comprehensive guide on how Large Language Models spontaneously develop symbolic reasoning mechanisms. First article...
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,...
Let's Build Something Together
Interested in collaborating on AI projects, security research, or systems programming? I'm always open to discussing new opportunities.