Truong Pham

Artificial Intelligence Practical benchmarks showing faster inter-token latency when deploying Qwen3 models with vLLM, Kubernetes, and AWS AI Chips. Speculative decoding on AWS Trainium can accelerate token generation by up to 3x for decode-heavy workloads, helping reduce the cost per output token and improving throughput without sacrificing output quality.

Truong Pham · Follow 1 min read · -- When I first started developing the Learn Japanese app, my goal was simple: create a tool that helps users learn Japanese effectively through lessons, reading news, and interactive methods. However, from the very first steps, I learned that app development is not just about coding, but also about building a loyal community and delivering real value. Where Did It All Begin? In the early days, I had just a simple idea and a laptop.