Offerings & Services

Four Pillars of Practice

A structured breakdown of technical, strategic, and creative capabilities — bridging institutional-grade engineering with applied research, risk operations, and physical craft.

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Technical & Analytical Engineering

Architecture, instrumentation, and interfaces for data-rich systems.

  • Full-Stack Web Development: Architecture and deployment of scalable web applications and interactive interfaces using Python, JavaScript, GCP, and Fly.io.
  • Data Visualization & Dashboards: Building custom operational risk libraries and executive reporting pipelines utilizing SQL, BigQuery, D3.js, and Tableau.
  • Complex UI/UX: High-end interactive web development incorporating physics-based UI elements, the Canvas API, and Three.js.
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Applied AI & Machine Learning

Specialized language models and multimodal systems, MVP through deployment.

  • Custom LLM Training: Fine-tuning and deploying specialized language models for highly specific use cases (e.g., automated agents, interrogative AI interfaces).
  • Prompt Engineering & System Design: Architecting multimodal systems and project-centric applications from MVP to deployment.
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Risk Strategy & Trust/Safety Operations

Regulatory alignment, workflow design, and vendor scale for platform integrity.

  • Regulatory Implementation: Aligning platform capabilities with evolving global legislation (DSA/DMA) without increasing operational overhead.
  • Workflow Optimization & Root Cause Analysis: Designing risk frameworks to streamline incident management between engineering and safety teams.
  • Vendor Management: Scaling overseas contractor teams and establishing rigorous QA and compliance operations.
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Textual Production & Physical Media

Editorial, translation, and end-to-end artisanal fabrication.

  • Editorial & Semiotic Translation: Literary translation, institutional critique, and structural analysis, backed by an academic foundation in Comparative Literature and Japanese culture.
  • Artisanal Fabrication: End-to-end production of physical media, including writing, custom bookbinding, hot press foil stamping, and high-end leather fabrication.
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How We Get Started

1. Quick Conversation

We'll spend 20-30 minutes understanding your challenge, context, and what success looks like.

2. Scoped Proposal

I'll send you a clear proposal with timeline, deliverables, and investment—no surprises.

3. Get to Work

We start with regular check-ins and adjust as we learn. You'll see progress every few days.

Ready to turn complexity into clarity?

Let's Talk About Your Project