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Manthan Gupta is an AI Research Engineer based in Bangalore, India who works on systems that power modern AI including model execution on GPUs and agent orchestration.
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What Happened When I Applied Karpathy's Autoresearch Idea to LLM Inference
manthanguptaa.incautiousMar 26, 2026
“Built Auto-Inference-Optimiser to study LLM inference optimization by letting an AI agent hill-climb on inference speed while keeping quality fixed on Apple Silicon.”