What's included

• AI Feature Design & Integration Strategy

  I help you define the exact AI feature your product needs—chatbot, tutor, RAG search, or automation—and create a clear plan for how it should work, what model to use, how to structure prompts, and how it fits into your existing stack.

• Chat Assistant / Domain-Specific Agent

  I build intelligent assistants tailored to your product - customer support bots, learning tutors, workflow agents, or domain-specific expert systems—with streaming responses, memory handling, and guardrails.

• Embeddings Setup + Vector Database (Pinecone, Supabase, pgvector)

  I structure your data, generate embeddings, and set up a vector database for fast, relevant retrieval. This includes schema design, chunking strategy, indexing, and query optimization.

• RAG Pipelines (Retrieval, Summarization, Contextual Responses)

  I implement end-to-end Retrieval-Augmented Generation pipelines: pulling relevant data, summarizing it, adding context, and producing accurate, grounded LLM responses with minimal hallucination.

• Automation Workflows (Email, Onboarding, Dashboards, Insights)

  I create AI-powered automations that save time—email sequences, onboarding flows, data analysis, KPI summaries, content tagging, and other background tasks that help your product run itself.

• Content Generation & Text Transformations

  I build tools for rewriting, summarizing, generating content, creating drafts, formatting text, or transforming user input—perfect for SaaS, education tools, and marketing applications.

• API Integration (OpenAI, Anthropic, AssemblyAI)

  I connect your product to leading AI APIs (OpenAI, Claude, Whisper/AssemblyAI, etc.) and handle prompts, streaming, rate limits, retries, model selection, and secure server-side setup.

• Secure Backend Implementation + Production Deployment

  I build the backend logic, routes, authentication, rate-limiting, caching, logging, and deploy everything safely to production with low latency and proper security.

• Documentation for Future Updates

  I deliver clear, developer-friendly documentation covering prompts, embeddings, vector schemas, API routes, context windows, and instructions for maintaining and extending your AI features.