I help businesses reduce repetitive work and make their information easier to use through AI-powered applications and automation.

I build custom workflows that connect your documents, APIs, databases, and existing tools—from an internal knowledge assistant to automated document processing.

Depending on the agreed scope, services can include:

• AI assistants that answer questions using your business documents • RAG pipelines with vector search and source references • PDF, invoice, and email data extraction • Workflow automation using n8n and Python • OpenAI and other LLM integrations • API, database, and third-party tool integrations • Speech-to-text and media processing workflows • Human review steps for sensitive or important actions • Logging, error handling, and deployment • Source code, setup documentation, and handover

My stack includes Python, FastAPI, OpenAI, Qdrant, and n8n. I select the tools based on your requirements, data, and existing systems.

We’ll start by identifying one clear workflow, defining the expected results, and testing with representative examples. AI outputs can be imperfect, so validation and review steps will match the needs of your use case.

To get started, share the task you want to automate, the tools you currently use, and sample inputs and expected outputs.