AI & Machine Learning
I build production-ready AI solutions—from RAG chatbots with citations and internet search to voice agents for web and mobile. With expertise in vector databases, LLM orchestration, and model deployment, I help you leverage AI to transform your products and automate complex workflows.
Ideal For
Technologies & Tools
What's Included
RAG Chatbots with Citations
Document-based chatbots using Pinecone that generate responses with source citations
Voice Chat Agents
Retell and LiveKit integration for voice bots on web and mobile apps
Vector Database Setup
Pinecone, Qdrant, PGVector, AlloyDB, OpenSearch with sparse/dense indexing
LLM API Integration
OpenAI, Anthropic, Gemini, Mistral, Qwen, Gemma model integration
Internet-Enabled AI
Exa API integration for real-time web search in AI responses
Image Generation Pipelines
Custom image generation workflows with multiple model support
Model Deployment
vLLM, CUDA, PyTorch deployment on AWS for custom LLM models
AI Observability
Langfuse (hosted SaaS) and LangSmith for tracing, monitoring, and debugging
Search Solutions
Algolia and Typesense integration for fast, typo-tolerant search
What You'll Receive
My Process
A structured approach to ensure quality delivery and clear communication throughout the project
Frequently Asked Questions
Common questions about this service
Ready to Get Started?
Let's discuss how ai & machine learning can help achieve your goals and transform your vision into reality.