Founder & CEO at OneInfer.ai — a Unified Inference Layer enabling seamless access to serverless GPUs, multi-model deployment, and LLM APIs across providers. We help AI teams scale inference reliably while eliminating vendor lock-in and optimizing infrastructure costs. Focused on AI Infrastructure, GPU marketplace design, inference scalability, and high-performance AI systems. Writing about product building, infra challenges, cost efficiency, and the future of distributed AI compute. Open to collaborations with AI startups, enterprise teams, and researchers working on advanced inference workflows.
I am available for technical collaborations, product feedback sessions, and discussions around AI infrastructure, inference scaling, and GPU orchestration. If you're building in AI or want to explore integrations, feel free to reach out.
15h ago · 5 min read · The first request hits your model. You wait. Two seconds. Four. Eight. Your user has already gone. This isn't a model problem. It's a cold start problem - and it's one of the most quietly destructive
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