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Meet The Reviewer 3.0

A context-aware AI agent designed to defend, analyze, and explain the projects in this portfolio. It doesn't just chat—it interacts with the code, data, and visualizations.

Integration

The Neural Link

The Reviewer is connected to the Knowledge Graph. When it explains a core concept, it can highlight and zoom into relevant nodes in the visualization, showing you exactly how concepts connect.

"Show me the core theory." -> Highlights nodes
Code Vault

The Architect

Static code blocks are dead. Select any line of code in the Interactive Code Vault, and the Reviewer will explain the logic, syntax, and architectural decisions behind it.

Select code -> Click "Explain" -> Bot analyzes
// Select me
const magic = true;
function init() {...}
Simulation

Critique Protocol

Most portfolio bots are too nice. Toggle Critique Mode to simulate a rigorous academic defense. The bot will challenge methodologies, point out limitations, and demand proof.

"Your assumption in eq. 3 is fragile because..."
DuckDB Bridge

The Bridge

Don't trust the text? Ask for data. The Reviewer writes Live SQL queries to the in-browser DuckDB instance, verifying its claims with raw numbers in the Data Playground.

"SELECT * FROM main_data LIMIT 5"
The Simulator

"What If?" Analysis

Ask hypothetical questions like "What if interest rates doubled?". The bot generates SQL UPDATE statements to modify the simulation data in real-time.

The Orator

Voice Interface

Experience a natural conversation. Use the Microphone to ask questions verbally, and the bot responds with voice output.

The Recruiter

Career Intelligence

Paste a Job Description, and the Recruiter Agent will analyze the gap between your requirements and this portfolio to generate a custom pitch. Need a diagram? Just ask "The Artist" to draw the architecture.

"Draw the system logic" -> Renders Mermaid Diagram
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