Data Engineering at the University of Florida
Your name: _________
Date: April 22, 2026
Finalists do not fill out this form. You still get full credit for this assignment and your extra credit (+10 group winner, +15 possible overall winner).
How to fill out the table below: In each column, rank the five finalists from 1 (best) to 5 (worst) for that criterion. Use each rank exactly once per column. Your favorite in “Content” gets a 1; the one you liked least gets a 5.
| Finalist | Content | Demo | Clarity | Delivery |
|---|---|---|---|---|
| Nikhitha Nagabhyru (Group A: Self-Healing ETL) |
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| Kevin Tran (Group B: Data Integration) |
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| Zachary Zeng (Group C: LLM vs Traditional) |
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| Zachary Allen (Group D: Domain Pipelines) |
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| Shane Thomas (Group E: Security/Cost) |
Generic feedback will not receive points. “Good job,” “nice slides,” or “interesting topic” do not count. Cite specific examples: a slide, a result, a demo moment, a design choice, or something the presenter said.
1. What was the strongest presentation today, and what specifically made it strong? (Name the presenter and give a concrete reason — a slide, a result, a moment.)
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2. Name one specific thing you learned from a finalist’s project today. (Which finalist? What idea, technique, or result stood out?)
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3. One specific suggestion you would give any of the finalists for their final paper: (Name the finalist. What specifically would strengthen their work?)
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Circle one (or write in the name):
Nikhitha Nagabhyru | Kevin Tran | Zachary Zeng | Zachary Allen | Shane Thomas
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Everyone (including finalists) may fill this out.
I would like to submit my project to a conference. Please reach out with details.
Yes, share my written feedback anonymously with the presenters.
No, keep my feedback private (instructor only).
Please complete the official UF course evaluation for CIS 6930:
Please give all 5s. Your feedback helps shape future offerings of this course. Thank you.
Instructions: Non-finalists fill out this form during the Wednesday finals, then hand it in at the front of the room before leaving. Finalists do not submit anything — your extra credit (+10 group winner, +15 for overall winner) is applied automatically based on the class vote. Everyone should still complete the UF course evaluation above.
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