Jake Moomaw

AI Researcher

San Francisco, California, United States10 yrs experience
Most Likely To Switch

Key Highlights

  • Expert in GPU performance engineering and algorithms.
  • Proven track record in cybersecurity and vulnerability research.
  • Strong background in machine learning and computer vision.
Stackforce AI infers this person is a Cybersecurity and Research specialist with strong capabilities in algorithms and machine learning.

Contact

Skills

Core Skills

AlgorithmsCudaComputer VisionMachine LearningResearchPython

Other Skills

Computational ChemistryC++RoboticsEdge ComputingGROMACSMotion PlanningRobot Operating System (ROS)AutomationVulnerability AssessmentData StructuresShell ScriptingData AnalysisSoftware DevelopmentCLinux

About

Hacker, engineer, researcher, and moonshot enthusiast with with a proven track record of thriving in chaotic and fast-paced R&D environments. My youtube channel: www.youtube.com/@CAPSLOCKSTUCK

Experience

Cornell university

Researcher, Thiede Lab

Aug 2023Present · 2 yrs 7 mos · Ithaca, New York, United States · Remote

  • GPU Performance Engineering -- High performance implementations with PyTorch and custom CUDA kernels improve throughput by orders of magnitude for large scale computing applications.
  • Algorithms Research -- Developing novel algorithms to advance state-of-the-art Cryo Electron Microscopy data analysis.
AlgorithmsCUDAPythonComputational Chemistry

center for real-time distributed sensing and autonomy

Research Assistant

Mar 2023Aug 2023 · 5 mos · Baltimore, Maryland, United States · On-site

  • Working on multi-agent coordination with reinforcement learning and computer vision at the edge.
ResearchComputer VisionAlgorithmsMachine Learning

Raytheon intelligence & space

Cyber Engineer II

Mar 2022Sep 2022 · 6 mos

  • Static Binary Diversification -- Conducted literature review on diversification and delivered design documents.
  • CNO R&D -- Developed new capabilities for Chrome and Firefox using Frida and eBPF, delivered PoCs.
ResearchPythonAlgorithmsC++

Contrast security

Software Engineer, Office of the Chief Scientist

Jan 2020Feb 2022 · 2 yrs 1 mo

  • Algorithms R&D -- Designed, implemented, and delivered novel system and method proof-of-concept relating to static analysis and cross-tool vulnerability correlation.
  • Contrast Scan -- Liaison to Fraunhofer, set early stage roadmap and oversaw early stage development for team of 8 external researchers. Static Analysis SME for Contrast, responsible for advising Stakeholders, Product, and Engineering in all stages of development, from initial concept to GA and first customer.
  • Static Analysis Results Interchange Format Library -- Researched, designed and delivered a PoC for a self-generating library and data model. Informed Stakeholders and Architects, resulting in adoption of new SARIF data model
ResearchPythonAlgorithmsC++

Raytheon

4 roles

Vulnerability Research Intern

May 2018Aug 2018 · 3 mos

  • PLC VR -- Performed VR on Programmable Logic Controllers and communicated findings to Customer.
  • Maritime VR -- Performed VR on Maritime Weather Receivers, identified attack vectors using firmware updates

Vulnerability Research Intern

May 2017Aug 2017 · 3 mos

  • Performed Vulnerability Research on Android Operating System
  • Worked as part of a team to develop and deliver creative solutions for customer problems

Vulnerability Research Intern

May 2016Aug 2019 · 3 yrs 3 mos

  • Automated Testing -- Designed, and implemented an automated testing system as a PoC to demonstrate a minimally invasive method of introducing rigorous, high-coverage, testing into a large production codebase.
  • Automated Analysis -- Implemented a scalable classification and cataloging system to accelerate data analysis.
  • Business Development -- Presented self-written business proposal, received $25K to co-lead green-fields research
PythonAlgorithms

C/C++ Intern

May 2016Aug 2016 · 3 mos

  • Embedded V/R: Conducted Research on embedded telecommunications device with MIPS architecture, producing documentation and delivering PoC.
  • Smart Fuzzer -- Created a fuzzer to perform Dynamic Analysis, storing interesting cases for present and future static analysis, before mutating to avoid producing duplicate cases.

Bricks 4 kidz

Lead Instructor

Jan 2014Aug 2015 · 1 yr 7 mos

  • I educated a classroom of elementary school age children about the STEM field using LEGOs as a creative and interactive medium. I lead them in projects such as: Programming, Robotics, and kinetic movement using gears and motors.

Education

University of Maryland Baltimore County

Bachelor of Science - BS — Computer Engineering

Jan 2024Present

University of Maryland Baltimore County

Bachelor of Science - BS — Mathematics

Jan 2024Present

Atholton High School

Maryland High School Diploma — STEM

Jan 2011Jan 2015

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