Kunal Singh writes notes and research on machine learning, the Go runtime and cryptography.https://knl.co.in/https://knl.co.in/posts/2nd-degree-ml/https://knl.co.in/posts/2nd-degree-ml/some 2nd-degree toughs while learning MLSun, 23 Aug 2026 00:00:00 GMThttps://knl.co.in/posts/ml-foundations/https://knl.co.in/posts/ml-foundations/ML FoundationsMon, 26 Jan 2026 00:00:00 GMThttps://knl.co.in/posts/diffusion/https://knl.co.in/posts/diffusion/Figuring out Diffusion ModelsSun, 25 Jan 2026 00:00:00 GMThttps://knl.co.in/posts/notes-go-faster/https://knl.co.in/posts/notes-go-faster/Notes on Paweł Obrępalski’s P99 CONF 2025 talk on optimizing the Go runtime for high-performance systems, focusing on scheduler behavior, garbage collection tuning, and observability. Explores how environment variables like GOGC, GOMEMLIMIT, and GOMAXPROCS can be tuned for latency and throughput gains at scale.Thu, 23 Oct 2025 00:00:00 GMThttps://knl.co.in/posts/understanding-llm-evals/https://knl.co.in/posts/understanding-llm-evals/## Overview ^1 LLM Evaluation needs to tap on: - Accuracy - Hallucination - Bias LLM Evaluation Frameworks - BLEU - Scores For Translation Quality - Perplexity - For Language Modeling - Human evaluation with inter-annotator agreement Adversarial testing (*Red Teaming)* - DomaSun, 14 Sep 2025 00:00:00 GMThttps://knl.co.in/posts/but-what-is-ai/https://knl.co.in/posts/but-what-is-ai/These are aggregated resources which helps me understand AI more Intuitively.Sun, 31 Aug 2025 00:00:00 GMThttps://knl.co.in/posts/notes-how-to-read-a-paper/https://knl.co.in/posts/notes-how-to-read-a-paper/My notes on article “How to Read a Paper” by S. Keshav from University of Waterloo.Sat, 30 Aug 2025 00:00:00 GMThttps://knl.co.in/posts/notes-shamir-secret-scharing/https://knl.co.in/posts/notes-shamir-secret-scharing/My notes on Evervault's blog post explaining Shamir's Secret Sharing.Thu, 22 May 2025 00:00:00 GMT