Entries
Browse submitted projects, teams, and winners.
15 Entries
| Entry | Description | Team | Status |
|---|---|---|---|
| Team consisting of Parksite sales founder Josh Schmitt and Alum FrontEnd lead Oshan Maharjan — sales and frontend expertise focused on AI–construction startups. | Submitted | ||
| App-Stats is an app store analytics platform that surfaces competitive insights to help you acquire and retain users. | Finalist | ||
| Team consisting of Vanderbilt MS AI engineers, a Twelve Labs cloud/SRE (Kubernetes/AWS), ex‑Google PM (Georgia Tech), Phosphorus cybersecurity senior (Northeastern MS); Python, Go, Docker, Terraform | Finalist | ||
| DeepCut generates personalized playlists by mood, personality, and occasion—share QR codes to instantly sync music with friends. | Finalist | ||
| Goblin enables plan-based A/B testing; on ~6,000 FrancophonIA samples it found claude-sonnet 59.78% vs haiku 55.05%, cost +21,700%. | Submitted | ||
| Marketplace for nonprofits to connect with talent. | Submitted | ||
| Team consisting of Leonce (Senior Data Modeler, HCA & Sony Music), Karthik (Data/ML Engineer, Michigan Tech), Henry (Vanderbilt ML/NLP researcher), and Varun — Python, SQL, AWS, GCP, Airflow, PySpark, RAG. | Submitted | ||
| Team consisting of Vanderbilt CS/Applied Math students and an A.O. Smith software engineer — expertise in Python, Streamlit, Docker, Java/Spring Boot, MongoDB, ML, AWS. | Finalist | ||
| Team consisting of AI founder Carol Li (Vanderbilt), MTSU mechatronics/CS student Gabrielle Miller, and robotics researchers Thang Hua and Aidan Martin — startup, robotics, Python | Finalist | ||
| Team consisting of Vanderbilt CS/Math AI developer (full‑stack, Python/JS, LangChain, AWS), a Python/PyGame game dev who shipped features at Qene Games, and Fisk data‑science students. | Submitted | ||
| Team led by John Berryman, Principal Consultant at Arcturus Labs — senior AI/ML engineer (Virginia Tech), 10+ years, LLMs, RAG, FastAPI/Flask, React, OpenAI/Anthropic. | Finalist | ||
| Team led by AI engineer Abhiyan Singh (Voice AI, aipersa.com) building a labour-up ML/Voice product; investor-seeking—attending LIGHTSPEED Nashville 9/5/2025. | Submitted | ||
| Team consisting of Michael Pedersen (steele.red — JS/Python, LLM/Docker), Dominic Cicilio (TypeScript/Node, WebVR, RIT), Jonathan Hobson (Staff UX, Astra), frontend and Princeton finance lead. | Finalist | ||
| Team consisting of an AI-focused software developer, WAVE.Buzz founder/Android developer (Java, Python), Vanderbilt MSDS data scientist, and a software development engineer. | Finalist | ||
| Rapidly co-create lofi prototypes in ephemeral rooms with realtime shared canvases, built-in voice chat, and local voice and transcription AI. | Submitted |
