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I will integrate llm into spring boot
Dennis
About this gig
I'll integrate large language models (OpenAI, Anthropic, Ollama, or others) directly into your existing Spring Boot application using Spring AI with proper prompt engineering, context management, and production-grade error handling. No hacks, no hardcoded API calls buried in controllers.
What you get:
- Spring AI configuration and dependency setup
- LLM service layer with clean abstraction
- Prompt templates with dynamic context injection
- Streaming or batch response handling
- Unit tests and integration tests included
- Full source code + documentation
Get to know Dennis
Dennis
Senior Java, AI Integration Engineer, Spring AI, MCP, LLM Powered Backends
- FromCanada
- Member sinceFeb 2023
- Avg. response time1 hour
- Last delivery2 years
Languages
English
I bridge enterprise Java systems with modern AI - production-ready, not prototype-quality.
15+ years in backend engineering, shipping AI-integrated products using Spring AI, MCP, and Spring Boot. I wire LLMs into real business workflows: reasoning over data, automating decisions, integrating cleanly with existing stacks.
Stack: Java · Kotlin · Spring Boot · Spring AI · MCP · GCP · MongoDB · Swift
Delivered in production: eSIM platforms, Telegram bots, cloud-native AI backends.
Let's build something that actually works.
My Portfolio
FAQ
We have an existing Spring Boot application. Do you need to rewrite anything?
Almost never. The integration is additive - new service classes, configuration, and endpoints that sit alongside your existing code. Your current codebase stays intact and the changes are non-breaking.
How do I share my codebase with you securely?
Most clients share a private GitHub or GitLab repository and remove access after delivery. I sign NDA as part of the interaction.
What do I need to provide to get started?
A brief description of the AI feature you want, your current Spring Boot version, and your preferred LLM provider. If you're unsure about any of these, message me first - I'll help you figure out the right approach before you order.
