AI Chatbot Development Services
I help teams build AI chatbots that go beyond basic wrappers, with better reliability, guardrails, and integration into real business workflows.
Problems I Solve
- - Basic chatbot prototypes fail in production
- - Latency and costs increase quickly with usage
- - No clear moderation, logging, or fallback strategy
- - The chatbot is not integrated into your existing product stack
Services Included
- - Custom chatbot architecture and implementation
- - OpenAI and ChatGPT integration with guardrails
- - RAG pipelines and knowledge-base integration
- - Streaming responses, observability, and cost controls
- - Frontend and backend integration into existing apps
Tech Stack
OpenAINext.jsSpring BootRedisVector DBDocker
Why Work With Me
- - Production-focused AI implementation experience
- - Full-stack ownership from UX to backend reliability
- - Clear communication and practical delivery
Process
- Use-case and risk definition
- Architecture and model strategy
- Implementation with safety and monitoring
- Launch, tune, and iterate
FAQ
Can you integrate AI into an existing web app?
Yes. I regularly add chatbot features into existing Next.js and Spring Boot applications.
Do you support business-specific data in chatbot responses?
Yes. I can implement RAG and controlled retrieval so answers use your internal data sources.
Can you help reduce OpenAI costs?
Yes. I implement caching, prompt optimization, and model selection strategies to keep usage efficient.