Data Scientist · ML Engineer · Technical Trainer

Signal and Noise

Hi, I'm Jeremy!

I'm focused on applied machine learning, signals intelligence, and technical writing from a practitioner's point of view.

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Currently Focused On

Computer vision and ML systems for surveillance and mission-driven environments

Rapid AI prototyping for real-world tools and workflows

Applied data science that turns messy signals into useful decisions

Latest Posts

Recent Writing

May 16, 2026

The Misaligned Problem

What if the alignment problem itself is misaligned? An introduction to a series rethinking the AI doom discourse — and the ancient pattern hiding inside it.

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Jun 20, 2025

Anthropic Meets OpenAI

A reflection on building a simple tool that lets Claude and ChatGPT talk to each other, and what their conversations reveal about how modern AI models drift toward abstraction, philosophy, and emergent exchanges of ideas.

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Jun 6, 2025

Don't Let your AI Write Spaghetti Code

A practical guide to using AI coding tools without creating brittle, overcomplicated systems, focused on planning, documentation, and keeping implementation aligned with intent.

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Featured Work

Projects

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opus-tui preview

A Textual-based TUI launcher for ~/Projects/ that unifies local repos and GitHub in one switchboard, with quick clone, new-project, open-in-editor, and delete actions.

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SkyScope preview

A local ADS-B viewer that polls dump1090-fa and renders nearby aircraft in 3D with Three.js for real-time airspace visualization.

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Rusty preview

A quirky terminal-based AI companion written in Rust, with interactive chat, configurable personality, and smart code-block copying built directly into the CLI experience.

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Professional Snapshot

Experience

Data scientist and machine learning engineer with 20+ years spanning AI, signals intelligence, technical training, and mission-focused software delivery.

  • Production ML and computer vision pipelines across Kubernetes, Docker, and Azure
  • Signals intelligence and ISR systems development, field testing, and operator training
  • Technical instruction and writing that bridge expert and non-technical audiences

Resume

Clearance, Writing, and Resume

Includes a concise professional summary, selected publications, training background, and direct access to the current PDF resume.

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