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Artificial Intelligence · Full Stack
AI Chatbot
Full-Stack & AI Engineer·Personal projectAI product
A conversational AI assistant capable of understanding natural language, retrieving relevant context, and generating intelligent responses using Large Language Models, demonstrating practical Generative AI applied within production-style software.
Problem
Traditional search systems struggle to provide contextual, conversational responses. Users want intelligent assistants capable of understanding questions naturally.
Solution
Built an AI chatbot with natural language understanding, context retrieval, conversational memory, intelligent response generation, an API-based architecture, and a modern frontend interface.
Tech stack
PythonFastAPIReactOpenAI APIPostgreSQLREST APIs
Key features
- Chat interface
- Context-aware conversations
- Knowledge retrieval
- Conversation history
- Streaming responses
- REST API
Engineering highlights
Artificial IntelligenceFull-Stack EngineeringAPI DesignPrompt Engineering
Engineering challenges
- ›Prompt engineering
- ›Context management
- ›Hallucination reduction
- ›API optimization
- ›Frontend/backend communication