InterviewPass Case Study
Deep dive into InterviewPass project architecture, technical implementation, and data engineering
Real-time Processing Simulation
Data Pipeline Visualization
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Confidence Score
AI Technology Understanding & Application
Demonstrating deep understanding and practical application of cutting-edge AI technologies
Prompt Engineering
System prompt design, few-shot learning, chain-of-thought reasoning. Designed interview evaluation prompt system in InterviewPass for structured interview feedback generation.
RAG Architecture
Retrieval-Augmented Generation architecture design. Understanding the complete flow of vector databases, document chunking, semantic search, and context injection.
Agent Architecture
LLM-based autonomous agent design. Understanding tool calling, plan-execute loops, multi-agent collaboration. This website's AI assistant is an Agent in practice.
MCP Protocol
Model Context Protocol implementation. This website includes an MCP server allowing AI assistants to query portfolio data via standard protocol.
Vertex AI Integration
Powering this website's AI chat assistant with Google Cloud Vertex AI (Gemini). Implemented streaming responses, system prompt injection, and context management.