Devesh Shetty
Occasional thoughts on building things.
Posts
RSS- JA4 in the Wild: Signal, Drift, and Evasion A defender- and privacy-focused guide to what JA4 is, how it is built, where it fails, and how to use it responsibly
- Designing Throttles: Rate Limiting in Practice A practical guide to designing throttles and rate limiters: goals, algorithms, architectures, and trade-offs
- From 15 Seconds to 3: A Deep Dive into TensorRT Inference Optimization How we achieved 5x speedup in AI image generation using TensorRT, with advanced LoRA refitting and dual-engine pipeline architecture
- Optimizing PyTorch Inference Without Sacrificing Determinism A practical guide to achieving 1.5-2x speedup on PyTorch pipelines while preserving run-to-run reproducibility