I build innovative intelligent systems.
Python • ML • Go
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I am Anik. A NeoBrutalist developer obsessed with making the web feel alive again. I bring intuition back to code. I write raw, expressive code — and I love tearing apart how machines think.
> Experience in ML & AI experimentation.
> Full-stack development with personality.
> Competitive programming.
/// SYSTEM_OPTIMIZED
@ Nexus Spring of Code
@ Apertre 3.0
@ Numpy
@ LocalStack
@ ISTE HIT Student Chapter
LIVE
Most hyperparameter combinations are obviously bad within the first few training rounds. You don't need to fully train them to know they're losers.
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A beginner-friendly deep dive into transformers powering Google Translate, ChatGPT, and modern NLP.
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My journey building a simple GAN from scratch to generate handwritten digits — with code, failures, and success.
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Clear explanations, visuals, and intuition behind why AUC-ROC is the go-to metric for classification.
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Classical NLP approaches to sentiment classification without any deep learning.
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A comprehensive hands-on guide to regression techniques in machine learning.
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Debugging a tricky shape mismatch error in the classic Titanic ML dataset.
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Building the classic hangman game from scratch and lessons learned along the way.
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