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Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: Starstruck

Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: Starstruck

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jeranaias/README.md

Jesse Morgan

AI engineer. I build software by running teams of AI coding agents, and I spend most of my effort proving what they built is correct.

Founder and CEO of Lanchester Industries (autonomy for uncrewed surface vessels). Former Marine Corps signals-intelligence team chief and Arabic instructor. M.S. Computer Science in progress at Georgia Tech.

Work you can open

Project What it is Result
signet Policy gate that checks every action an LLM agent proposes before it runs Apache-2.0, on PyPI
attnroute Context routing for AI coding assistants MIT, 30 stars
harakat Arabic diacritization 2.29% DER in 6.7 MB, 62x smaller than state of the art
nahawi Arabic grammatical error correction 78.84% F0.5 on QALB-2014 with 124M parameters
HawkStack paper Sub-million-parameter models across six domains Includes a reproducibility audit of a published result
DonDocs Naval correspondence generator Used across Marine Corps commands

Private, available to discuss: Meridian, the Lanchester vessel autonomy stack (built by seven coordinated Claude Code agent teams, 1,300+ merged pull requests) and Auspex, a governed red-team agent.

Python · Go · Rust · TypeScript · PyTorch · Claude Code

lanchester.ai · LinkedIn

Popular repositories Loading

  1. attnroute attnroute Public

    Context routing for AI coding assistants

    Python 30 4

  2. navalletterformat navalletterformat Public archive

    SECNAV M-5216.5 compliant naval letter generator — 37 templates, 2,240 SSIC codes, works offline on NMCI

    JavaScript 3 2

  3. harakat harakat Public

    Arabic diacritization engine achieving 2.29% DER and 99.997% Quran accuracy in 6.7 MB — 62x smaller than SOTA

    Python 1

  4. ExpertDrivenDevelopment ExpertDrivenDevelopment Public

    Expert-Driven Development - Open-source AI-assisted development training for DoW personnel

    Python 1

  5. spire spire Public

    SPIRE — Contested Logistics Operating System for the USMC. Role-shaped COP + predictive readiness + classification-aware release + C-UAS integration. Local-first, IL5-fit.

    Python 1

  6. nahawi nahawi Public

    Arabic grammatical error correction achieving 78.84% F0.5 on QALB-2014 (95.4% of SOTA) with 124M parameters

    Python