AI Integration
Integrate cutting-edge AI capabilities into your applications. From LLM-powered features to custom ML workflows, I build intelligent systems that fit your product.
AI features should feel native—not bolted on. I integrate models behind clear UX, guardrails, and observability so responses stay useful and costs stay predictable.
Whether you need chat experiences, document Q&A, classification, or workflow automation, solutions are grounded in your data via embeddings and retrieval where appropriate.
What you get
- OpenAI GPT & Assistants Integration
- LangChain & Vector Databases
- Retrieval-Augmented Generation (RAG)
- Natural Language Interfaces
- Prompt & Safety Patterns
- Automation Workflows
Engagement outcomes
- —Latency-aware UX with streaming and fallback behaviors
- —Cost-conscious token usage and caching strategies
- —Privacy-aligned handling of prompts and retrieved context