Software engineer · Nashville, TN

Michael Sandborn

I’m a former Vanderbilt pitcher turned software engineer and AI practitioner. I earned my Ph.D. there in 2024, studying AI for systems security.

My work has spanned reverse engineering, malware analysis, financial research, and autonomous vehicle design. I also host the GRASP Podcast, where I talk with professors about their research and how they got there.

Michael Sandborn smiling in front of a bookshelf.

Stuff I’ve worked on

  • flyspace

    Owner

    A collection of fruit-fly-brain experiments and demos from across the web, including a few of my own.

  • iHurt

    Owner

    An offline pain journal for mapping discomfort on a 3D body. Export a hurt map to share with a clinician or bring to an AI chat.

  • Momnt

    Owner

    My solo consulting practice for custom software, applied AI, and technical direction.

  • Throwabone

    Owner

    A browser practice range inspired by the game of Bunnock. Throw a bone at a row of guards and soldiers, then inspect the arc and collisions. Three.js, Rapier physics in Wasm, and optional webcam throwing via MediaPipe.

  • r2brief

    Owner

    A triage tool for reverse-engineering agents. It turns binaries and firmware into briefings that help agents decide where to dig next.

  • MetisLLM

    Co-founding engineer

    Financial research software that compares views across reports and links each claim to its source.

  • IntelligentRevenue

    Co-founding engineer

    AI-native revenue management for upscale hotels.

News
Projects

Research & open source

Binary Analysis · 2026

r2brief

A triage tool for reverse-engineering agents working with binaries and firmware.

Tap to flip

Inspects files without running them, then saves a JSON briefing with SHA-256 hashes and supporting evidence.

Reverse Engineering · 2026

angr MCP

Connects AI agents to angr for binary analysis through MCP.

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An angr-management plugin that lets agents decompile code, run symbolic execution, and add annotations in the analysis window.

Reverse Engineering · 2026

Ghidra MCP

Connects AI agents to Ghidra’s reverse-engineering tools through MCP.

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A fork of LaurieWired’s GhidraMCP with 105+ tools for agents to inspect binaries, decompile functions, and rename symbols.

Fuzzing · 2026

fuzzah

A kit for running AFL++ fuzzing jobs across different targets.

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Runs three AFL++ workers per target with CMPLOG. Groups duplicate crashes by ASAN stack hash and restarts failed workers. Use it from a terminal or coding agent.

Vehicle Design · 2024

Anvil

Automates the search for better vehicle designs.

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Uses FreeCAD, OpenFOAM, and Bayesian optimization to generate and test vehicle designs in fluid simulations. Covers air, land, and sea vehicles.

Vulnerability Prediction · 2024

KASTRO

Adapts LLMs to predict vulnerabilities in C code.

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Uses small adapter layers and abstract syntax trees to predict Common Weakness Enumeration (CWE) labels from C source code.

Malware Analysis · 2023

MIMOSA

Uses computer vision to help analyze malware that detects test environments.

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Uses computer vision to set up malware samples in virtual machines configured to avoid triggering their environment checks. Then categorizes and analyzes their behavior.

Anti-Counterfeiting · 2022

Piezo PUFs

Patented technology to detect counterfeit goods in transit.

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Compares piezoelectric signatures with fuzzy matching to check goods without damaging them.

Medical Imaging · 2021

Retinal Vessel Analysis

Uses a random walker algorithm to identify blood vessels in retinal images.

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Uses the ITKSnap Python API to segment vessels in retinal fundus images. Examines fractal dimension as a possible biomarker for retinopathy.

Experience

Experience

2023 — Present

Co-Founder

Athena AI Consulting

Co-founded and bootstrapped an AI consulting firm with recurring client revenue. Build custom software, integrate AI into existing tools, and lead technical work for clients across industries.

Nashville, TN
2024 — 2025

Research Engineer — AI Infrastructure

Arta Finance

Worked on text and audio agents for wealth planning, tools to evaluate LLMs, and streaming market-data pipelines.

Remote / Mountain View, CA
2020 — 2024

Ph.D., Computer Science

Vanderbilt University

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

Nashville, TN
2019

B.S. Computer Science & Applied Mathematics

Vanderbilt University

Graduated with degrees in Computer Science and Applied Mathematics while pitching for Vanderbilt’s NCAA Division I baseball team.

Nashville, TN
Resources

TIWIKoE

“Things I Wish I Knew of Earlier.” Sites, books, and courses I’ve found useful over the years.