I will build agentic applications and chatbots

I build AI-powered features and document-grounded assistants that connect useful model capabilities to real applications.

My project experience includes Python APIs, machine learning, embeddings, vector retrieval, hybrid search and RAG workflows.

Services

• Integrate a supported AI API or existing ML model
• Build a document question-answering prototype
• Process PDFs and website content within an agreed scope
• Add source references to retrieved answers
• Improve retrieval using agreed evaluation questions
• Connect the AI feature to a compatible web interface

We will define the input, expected output, document limits and deployment needs before work starts. I test the agreed use cases and explain known limitations.

I do not guarantee that every AI response will be correct. Custom model training, extensive production infrastructure, complex access controls and third-party usage charges are not automatically included.

Please message me with your use case and sample documents before ordering.