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Converting a IPv4 server to IPv6

Table of Contents About Why IPv6? About IP or Internet Protocol address is an address assigned to a device connected to a computer network which helps in addressing the location of said device and network identification. IPv4 was the first standalone spec and are defined by a 32 bit number. This naturally led to the exhaustion of available IPv4 addresses and brought about the need for a newer…

Packaging a Gleam app into a single executable

Table of Contents About Creating a gleam project Methods of creating an executable Erlang target Gleescript (requires system Erlang) Steps Burrito JavaScript target Deno compile Steps Node SEA Steps Bun build --compile Steps Nexe Conclusion About Gleam is a new-ish functional programming language that compiles to Erlang and JavaScript. It features a familiar Rust like syntax while being similar to…

Hosting a dockerized Rust Axum app on AWS Lambda

Table of Contents About Why Guide Rust application Dockerfile GitHub Actions workflow Alternatives About This note/guide explains how to deploy a containerized Rust Axum web server application on AWS Lambda through a Github Actions workflow. Production app hosted on my GitHub account . Why AWS Lambda Kinda free for small projects Serverless functions have their own problems of course, with the…

Amazon ML 2024 Hackathon

Table of Contents About The task at hand Approaches for inference Semantic segmentation OCR + NER + Classification VLM PaliGemma architecture Preprocessing Prompting Postprocessing Finetuning the VLM Improvements that could have been made The problem with LLM's My thoughts About Amazon ML Hackathon is an annual machine learning based hackathon wherein students from colleges all over India can…

A Curated List of Programming Resources

A list of resources that I prefer to use for everything programming related which includes DSA, Data Science, Development, DevOps, etc. Table Of Contents Data Science Natural Language Processing Data Science Natural Language Processing Book - Jurafsky