Offerings & Services

Four Pillars of One Generalist Practice

One person, four disciplines that compound: institutional-grade engineering, applied AI research, risk strategy, and editorial and physical craft. The same generalist who held complex systems together at Capital One and Google, and built new ones from zero—balancing technical credibility, measurable business impact, and original, published thinking. AI-augmented throughout, and adapting as the tooling does.

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.

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.

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.

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.

How We Get Started

  1. 1. Quick Conversation

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

  2. 2. Scoped Proposal

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

  3. 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