Karan Brar
Founder/CEOFounder at hiloop (YC S26). Previously ML at Reducto, Head of ML Infra at DynamoAI.
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Autoresearch helps teams train agents for tasks where general models are not good enough. Give us a task, your current agent or model, and an evaluation. Autoresearch runs an autoresearch campaign across data, SFT and other post-training methods, continual learning, prompts, tools, harnesses, and systems, then returns the best verified improvement.
Autoresearch helps teams train agents for tasks where general models are not good enough. Give us a task, your current agent or model, and an evaluation. Autoresearch runs an autoresearch campaign across data, SFT and other post-training methods, continual learning, prompts, tools, harnesses, and systems, then returns the best verified improvement. It runs hosted or in your cloud.
We provide the research system around models: persistent memory, full experiment lineage, compute orchestration, and statistical verification. We’re starting with agent and model training, continual learning, and optimization.
Reach out to us for early access at founders@autoresearch.inc.
Previously hiloop
Founder at hiloop (YC S26). Previously ML at Reducto, Head of ML Infra at DynamoAI.
Founder at hiloop. Previously engineer at Reducto, founding engineer at Crosswise, senior ML engineer at Discord, ML at Sentropy & SoFi.
Founded 2026 · Source
Source-based assessment · automated evidence rules
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