Dates
Eligibility
Project and Submission Requirements
🏆 Prizes & Recognition- 🥇 $200 cash for the top-performing participant/team
- 🎯 Fast-tracked interview slot for standout performers, cash prize or not
- 📣 Top 3 solutions get showcased to the wider team (and yes, that includes your name on it)
- 🎖️ Certificate of participation for everyone who submits — this counts toward your portfolio either way
📋 Judging Criteria
| Criteria | What we're looking for |
|---|---|
| Data quality | How well the sanitized dataset conforms to the guideline, and how edge cases were handled |
| Recommendation logic | Relevance and accuracy of the top 3 suggestions |
| Probing quality | Are the clarifying questions genuinely useful, or just noise? |
| Reasoning | Clarity and specificity of the "why" and "how to improve" explanations |
| Engineering craft | Code quality, structure, and use of the LLM/tools available |