Structured Intelligence
Answers are not generated freely — they are grounded in a curated knowledge base and controlled retrieval pipeline.
Back to projects
My project
AI Interview Bot
An interactive AI-powered interview experience designed to present my professional profile in a conversational format. Instead of static pages, visitors can explore my experience, skills, and thinking by asking questions — just like in a real interview. Built as a domain-specific system with strict boundaries, controlled behavior, and a strong focus on accuracy over improvisation.
AIRAGLangChainLangGraphLLMAutomationSystems DesignPythonStreamlit
Interface preview
Drag to scroll
A look at the project in real use.
Value
What the project delivers
Honest AI Behavior
The system explicitly avoids hallucinations and prefers saying “I don’t know” over guessing — implemented as logic, not just prompting.
Conversational UX
Transforms a traditional portfolio into an interactive interview experience, allowing flexible exploration of skills and thinking.
Controlled Scope
The assistant is intentionally limited to a specific domain, which makes its behavior predictable and consistent.
Audience
Who it’s for
Recruiters and hiring managers
Technical teams
Product teams exploring AI
Want to explore how this works in practice?
Try the interview experience or reach out — I’m happy to walk through the architecture and decisions behind it.