Startups want AI - but not over-engineered research projects. I build practical, production-ready AI features that users actually benefit from.
I’ve integrated AI into real products with 60,000+ users, including full RAG search, AI tutors, content generation, smart analytics, and background automation.
You’re getting a senior full-stack engineer who understands both the engineering and product sides of AI. I handle the entire lifecycle: prompting, embeddings, vector search, backend logic, and UI implementation.
Whether you need an AI chatbot, a search system, or automated workflows, I deliver features that are fast, reliable, and easy to maintain.
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.
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.
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.
FAQs
Not always. I’ll recommend what’s best (RAG, simple prompts, hybrid retrieval, etc.).
Yes — full-stack is my specialty.
OpenAI, Anthropic, Google, Azure, and open-source models.
Absolutely — many teams come to me when their current AI feels slow, blurry, or unreliable.
Startups want AI - but not over-engineered research projects. I build practical, production-ready AI features that users actually benefit from.
I’ve integrated AI into real products with 60,000+ users, including full RAG search, AI tutors, content generation, smart analytics, and background automation.
You’re getting a senior full-stack engineer who understands both the engineering and product sides of AI. I handle the entire lifecycle: prompting, embeddings, vector search, backend logic, and UI implementation.
Whether you need an AI chatbot, a search system, or automated workflows, I deliver features that are fast, reliable, and easy to maintain.
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.
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.
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.
FAQs
Not always. I’ll recommend what’s best (RAG, simple prompts, hybrid retrieval, etc.).
Yes — full-stack is my specialty.
OpenAI, Anthropic, Google, Azure, and open-source models.
Absolutely — many teams come to me when their current AI feels slow, blurry, or unreliable.