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Hack-a-roo UMKC

AI/DS Track Winners

1st Place ($1,000)
 AD1 — ChladniVision: AI-Powered Pattern Recognition
 Perry Liang — plhh6@umsystem.edu


2nd Place ($700)
 AD2 — RepAIr Bot
 Alex Schell — afsp39@umsystem.edu
 Xing Ji — xjrk8@umsystem.edu
 Manuel Buffa — mrbrr8@umsystem.edu


3rd Place ($500)
 AD16 — Multi-Disease Patient Readmission Prediction Using Machine Learning
 Thota Sahithi — stzgz@umkc.edu
 Reethu Gopavarapu — rgh3d@umkc.edu
 Sathwik Reddy
 Srija Reddy


AI Agent Track Winners

1st Place ($1,000)
 AA2 — RooChess: A Humanistic Approach to LLM Engagement in Logic and Reasoning
 Joseph Marinello — jm7n7@umkc.edu
 Jack Lin — jgltdc@umkc.edu


2nd Place ($700)
 AA1 — OopsRoverOps
 Bhavana Ediga — bemry@umsystem.edu
 Rohith Belede — rbrcq@umsystem.edu


3rd Place ($500)
 AA4 — AI-Driven 3D Video Generation for Disaster Education: Florida Case Study
 Adrija Ghosh — agd9c@mail.umkc.edu
 Hyun Lee — hyunlee.289@gmail.com
 Albert Choi — albertc9981@gmail.com



LLM Track Winners

1st Place ($700)
 LL1 — AI-Assisted Air Traffic Conflict Resolver
 Jai Patel — jppkbp@umsystem.edu
 Nico Weber — nwv79@umsystem.edu


2nd Place ($500)
 LL3 — Customer Churn Prediction Using LLM-1
 Guntas Jammu — gsjm7f@umsystem.edu
 Salman Mirza — smm43v@umsystem.edu
 Salvatore Nigro — smn29g@umsystem.edu
 Tony Nguyen — tbnktd@umsystem.edu


3rd Place ($300)
 LL6 — Pulse Cards
 Syed Abdul Mateen Shah — sasqhk@umsystem.edu


Quantum Track Winners (Prize Items)

1st Place - $1000
 QA2 — Improving Minority-Class Classification in Large, Imbalanced Datasets
 Tom Steinman — tasn78@umsystem.edu
 Indraraj Biswas — ibx5t@umkc.edu

2nd Place - $500
 QA1 — Unlocking Protein Folding with Quantum Computing
 Alex Schell — afsp39@umsystem.edu

3rd Place - $300
 QA4 — Quantum Methods for Portfolio Optimization
 Sunny Sood — sks6nv@umsystem.edu
 Mason Allaman — mafm6@umkc.edu
 Cameron Akhtar — cameron.akhtar@umkc.edu


NRT Track Winners

Best AI/ML/Math Award — $500 Research Sponsorship
 NT6 — An Analysis of the SUDMEX CONN Dataset
 NRT Fellow: Sunny Sood — sks6nv@umsystem.edu

Best Engineering Application Award — $400 Research Sponsorship (Two Winners)
 NT2 — Engineering Electrochemical/Electrical-Based Biosensing Technologies for Alcoholic Liver Detection (ALD)
 NRT Fellow: Gunjeet Kaur — gkchb@umkc.edu

NT3 — Nickel Hydroxide Catalysts for the Electrochemical Oxidation of Alcohols in Sensors
 NRT Fellow: Benjamin Nelson — brnbxb@umsystem.edu

Best Translational / Interdisciplinary Impact — $200 Scholarship (Non-NRT Fellow)
 NT4 — Relapse Risk Prediction with AI-Personalized Support Assistant
 Participant: Amish Pandya — arph5y@umsystem.edu


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