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sai charan

Hey I am on Medial • 3h

Building an AutoResearch-style ML Agent with kaggle notebook Without an H100 GPU Recently I was exploring Andrej Karpathy’s idea of AutoResearch — an agent that can plan experiments, run models, and evaluate results like a machine learning researcher. But there was one problem . I don't own a H100 GPU or an expensive laptop So i started building a similar system with free compute . The architecture looks like this: 🔹 Planner Agent → selects candidate ML methods 🔹 Code Generation Agent → generates experiment notebooks 🔹 Execution Agent → launches multiple Kaggle kernels in parallel 🔹 Evaluator Agent → compares models across performance, speed, interpretability, and robustness This is the repo link https://github.com/charanvadhyar/openresearch Curious to hear thoughts from others working on agentic AI systems or automated ML experimentation. The agent also writes a research paper draft . #AI #MachineLearning #AgenticAI #AutoML #Kaggle #MLOps

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