Quantum Computing Zero to Hero: From Qubits to Production Algorithms
A practical tour of quantum computing for engineers — covering qubits, gate models, error correction, and the algorithms that justify the hype.
Posts
Probabilities Zero to Hero: From Coin Flips to Bayesian Inference in Production
A practical, systems-oriented walkthrough of probability concepts working engineers actually use, anchored in fraud detection, search ranking, and Bayesian A/B testing pipelines.
How Cybercabs Work: The Engineering Behind Autonomous Ride-Hail
Cybercabs are not magic. They are a tightly integrated stack of perception, prediction, planning, and fleet operations software wrapped around an electric vehicle. This post walks through each layer with the production systems that ship it today.
Serving LLMs in Production: A Practical Guide to Latency, Throughput, and Cost
A production-focused walkthrough of how to serve large language models efficiently, covering batching strategies, quantization, KV cache management, and the observability you actually need.
Throughput vs Latency: Why Optimizing One Will Almost Always Break the Other
Throughput and latency measure different things, and most of the systems pain we feel at scale comes from pretending they don’t. Here is how they actually trade off, with real production patterns.