Prompt operations API
PromptVault
Production-style lifecycle management for prompts, tests, and evaluations.
AI application development
Build AI features your team can use
I connect LLMs to applications and workflows with Python, APIs, and interfaces for reviewing the output. I can help you take an AI feature from its first integration to a tested workflow.
From an AI idea to working software
LLM API integrations
Connect OpenAI or Gemini to an existing product or a new application. Define the inputs, prompts, and structured outputs the next step needs.
Prompt management and evaluation
Organise prompts, keep versions, and run evaluation jobs against agreed examples so your team can compare changes.
Application integration
Build FastAPI or Flask endpoints, background jobs, input validation, and a review step for AI-generated output.
Related project work
PromptVault demonstrates prompt operations and background evaluation jobs. AutoTube connects AI-assisted scripting and narration to a desktop video workflow.
AI automation desktop app
AutoTube
YouTube automation software for AI-assisted scripts, video assembly, and publishing Shorts from one desktop workflow.
Define the feature before choosing the model
We’ll agree on what the feature needs to do, the data it can use, and how we’ll review its output. That gives us concrete examples for testing quality, response time, and API cost.
If the work also involves connecting business tools, explore my workflow automation services.
Let's discuss the work.
Share the problem, existing tools, and the result you need. I can discuss implementation scope, technical tradeoffs, and relevant project work.