Ashish Kushwaha @ashishllm
AI Consultant & Freelancer — I build AI solutions and MVPs that help startups get funded. DM me for guaranteed results. ashishllm.vercel.app Book a call Joined September 2023-
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Ashish Kushwaha retweeted
So built a Websocket chat server > implemented room scoped broadcast hub using gorilla websocket > JWT with hourly key rotation > Learned and implemented automatic pruning In production I would use this project as a lightweight comms layer for internal tool to get sub 10ms…
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Anyone need a Freelance AI Engineer who can build your product and make it ultra optimized like this? DM me.
Anyone need a Freelance AI Engineer who can build your product and make it ultra optimized like this? DM me.
🚀 Just consulted a client to 3x their revenue by quantizing their LLM model. The Challenge: My client's AI model was hitting GPU memory limits and couldn't scale to meet growing user demand. They were stuck at 20 requests/second with their current infrastructure. The Solution:…
“How I Consulted a Client to Triple Their User Capacity (and Revenue) with Quantization” A client recently came to me with a challenge: They were running a 17B parameter LLaMA-4 model on an 8×A100 GPU pod, handling around 20 requests per second (RPS). Their infra was maxed out,…
3 tools you need to build your MVP: 1) Cursor 2) Lovable 3) AWS people you need to build your MVP: 1) A FullStack AI Engineer
🚀 Accelerating AI Inference with TensorRT 🚀 When we talk about deploying AI models into production, training often gets all the spotlight — but inference speed is what truly defines user experience and cost efficiency. That’s where NVIDIA TensorRT comes in. It’s a…
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