Michael Sandborn

Software engineer building practical tools for the AI era

I have worked on agents for wealth planning, AI for reverse engineering, automated malware analysis, and custom software for clients.

Ph.D. in Computer Science from Vanderbilt. I build custom tools, agent systems, and software across various industries.

CV · Defense Slides · Dissertation · Google Scholar

  • AI Engineer
  • Software Consultant
  • Agent Systems
Michael Sandborn smiling in front of a bookshelf.
Projects

Selected work

Binary Analysis · 2026

r2d2

AI-powered analysis tool for ARM binaries, inspired by OFRAK.

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Puts radare2, Ghidra, angr, and Frida behind one browser UI, with Claude explaining what you're looking at along the way.

Reverse Engineering · 2026

angr MCP

Lets AI agents drive angr's binary analysis over MCP.

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An angr-management plugin where agents can decompile, run symbolic execution, and annotate the GUI live.

Reverse Engineering · 2026

Ghidra MCP

MCP server for AI reverse engineering in Ghidra.

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A fork of LaurieWired's GhidraMCP with 105+ tools so agents can rename, decompile, and triage binaries on their own.

Vehicle Design · 2024

Anvil

Optimization runs for vehicle design exploration.

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Combines FreeCAD, OpenFOAM, and Bayesian optimization for automated CAD-CFD evaluation across air, land, and sea vehicles.

Vulnerability Prediction · 2024

KASTRO

Lightweight vulnerability prediction using adapted LLMs.

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Uses adapter layers and abstract syntax trees to predict CWE labels from C source code without requiring heavyweight deployment.

Malware Analysis · 2023

MIMOSA

Vision-enabled dynamic analysis pipeline for evasive malware.

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Categorizes and analyzes evasive malware using computer vision to provision samples on carefully configured VMs, avoiding detection triggers.

Anti-Counterfeiting · 2022

Piezo PUFs

Patented anti-counterfeiting technology for detecting counterfeit goods in transit.

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Leverages non-destructive evaluation with fuzzy matching algorithms using piezoelectric signatures.

Medical Imaging · 2021

Retinal Vessel Analysis

Random walker algorithm to segment blood vessels in retinal fundus images.

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Uses ITKSnap Python API for segmentation with the random walker algorithm. Examines fractal dimension as a biomarker for retinopathy.

Experience

Experience

2023 — Present

Co-Founder

Athena AI Consulting

Bootstrapped an AI consulting firm to meaningful recurring revenue while delivering custom software, AI integrations, and technical leadership for clients across multiple industries.

Nashville, TN
2024 — 2025

Research Engineer — AI Infrastructure

Arta Finance

Worked on real-time text and audio agents, LLM evaluation infrastructure, and streaming market-data pipelines in a wealth-tech environment.

Remote / Mountain View, CA
2020 — 2024

Ph.D., Computer Science

Vanderbilt University

Research across cyber-physical systems, computer security, program analysis, and applied AI. Work included DARPA-backed efforts in binary micro-patching, vulnerability detection, and engineering automation.
Dissertation: Cross Abstraction Artifacts to Detect Adverse Manipulation.

Nashville, TN
2016 — 2020

B.S. Computer Science & Applied Mathematics

Vanderbilt University

Dual degrees; NCAA DI Baseball player.

Nashville, TN
Resources

TIWIKoE

("Things I Wish I Knew of Earlier"). Some corners of the internet I've found both helpful and interesting over the years. Maybe you will too.