James Littlewood

Data analyst with a keen interest in Python development, automation, AI and self-hosted technology.

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Projects

Practical data, dashboard and development projects built while learning.

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AI Token Cost Calculator

completed

An interactive tool for estimating OpenRouter API costs across different AI models. Compare input, output and cached-token pricing, explore potential savings from prompt caching, and understand how token usage affects the cost of running AI applications.

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Building with DeepSeek Harness

completed

A technical case study documenting how I used DeepSeek Harness to develop the AI Token Cost Calculator. It explores the development process, implementation decisions, AI-assisted coding workflows and lessons learned, including token consumption and API costs.

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Self-Hosted AI Chatbot Platform

in progress

A private AI chatbot platform running on my Ubuntu server, integrating locally hosted and cloud-based language models through Open WebUI. The project explores Docker, model deployment, secure remote access, API integrations and managing a self-hosted AI environment.