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Sasta Shark Tank

An AI startup-pitch evaluator that grills ideas Shark-Tank style.

2025·In Progress·LLM · Prompt Engineering · Web App
Sasta Shark Tank

Sasta Shark Tank

An AI-powered application inspired by startup pitching and investment evaluation.

The concept

The app explores how AI can assist in:

  • Evaluating startup ideas.
  • Generating investor-style feedback.
  • Asking questions about a business.
  • Simulating a Shark Tank-style experience.
  • Helping students and early founders improve their ideas.

What I explored

  • LLM integration for structured evaluation.
  • Prompt engineering to make feedback specific rather than generic.
  • Web application development for an interactive workflow.
  • Interactive user flows where the model pushes back on weak assumptions.

Why it matters

Practicing the pitch is half the battle. A system that asks the awkward questions a real investor would — before you're in the room — is genuinely useful for early-stage founders.

Status

Project / prototype. An exercise in turning LLM APIs into a focused, opinionated product.