Mesa-optimizer team's submission to the RL hackathon

This project is a simple video captioner. Uses a VLM to extract the text from a video and another model to transform the description in the required styles. As a fallback, it contains a fine-tunned local model based on Gemma 4.

Neotron

AIVE (Artificial Intelligence Venture Engine) is a Cognitive Discovery Operating System that transforms documents, research papers, and data into structured knowledge, evidence-backed insights, dynamic reasoning, and actionable innovation opportunities.

Quacky Wonderland

SOAP Copilot turns raw doctor-patient conversations into structured SOAP notes, ICD-10 codes, and patient-friendly summaries in seconds, using a 3-agent Llama 3.3 70B pipeline built and fine-tuned on AMD hardware.

LoneSoloWolf

A reinforcement-learning router that learns which AI model to call for each query, cutting cost by ~93% without ever hardcoding a routing rule.

nyan

Thymus is a lightweight hybrid token-efficient router designed to maximize accuracy while minimizing token costs in multi‑task LLM pipelines. It dynamically routes user queries across local and remote models on LLM providers.

The Disappointer