Background Paths
Background Paths

AI Integration. Automation.
Custom Systems.

API-driven AI infrastructures and scalable automation architectures.

Builder-focused. System-level implementation.


Core Capabilities

AI API Integration & Orchestration

  • Multi-provider LLM orchestration
  • Structured output pipelines
  • Context management systems
  • Token-optimized architectures

OpenAI GPT · Anthropic Claude · Claude Code · OpenAI Codex

Custom AI Applications

  • Full-stack AI product development
  • Domain-specific fine-tuning workflows
  • RAG systems & knowledge bases
  • AI-native interfaces

From prototype to production

Automated Image & Video Systems

  • Programmatic content generation
  • API-driven media pipelines
  • Batch processing architectures
  • Quality assurance automation

Midjourney · Flux · DALL-E · Stable Diffusion · Leonardo


Services

Background

Engineering background with focus on AI systems and automation infrastructure. Building production-grade integrations across LLM providers, media generation APIs, and custom toolchains. Work ranges from single-endpoint automations to full-stack AI applications with complex orchestration layers.


Technology Stack

Automation

n8n · Make · Custom workflows · Webhooks

Development

TypeScript · Next.js · Node.js · Python

Infrastructure

Vercel · Supabase · PostgreSQL · REST/GraphQL

AI

OpenAI GPT · Anthropic Claude · Claude Code · OpenAI Codex · Midjourney · Flux · Stable Diffusion · Leonardo · DALL-E · Replicate


Operating Principle

Systems scale.

Manual workflows do not.


Ready to automate?

Let's discuss how AI-driven systems can transform your workflows.

Get in Touch