3d ago · 8 min read · Part 1 of an ongoing series documenting my hands-on journey into PyTorch and deep learning as a software engineer transitioning into AI Engineering. Why I'm Writing This I'm a full-stack software en
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5d ago · 9 min read · HAR Series — Part 4 · ~12 min read A quick note: If you noticed a bigger gap than usual between posts, my apologies! Things have been hectic on personal and professional fronts — in the best way pos
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Mar 6 · 13 min read · I highly recommend to have a knowledge of machine learning models or atleast the basics The Core Idea: Transformers Before transformers, the industry relied on RNNs and LSTMs. The paper "Attention
Join discussionFeb 17 · 6 min read · Artificial Intelligence isn't just "the future" anymore—it is the present. From recommendation engines on Netflix to fraud detection in banking, Machine Learning (ML) engineers are building the infrastructure of the modern world. But with thousands o...
Join discussionFeb 16 · 10 min read · Every once in a while, you come across these concepts that are so tricky to grasp, they tickle the insides of your brain. Introducing RoPE, he gave me a hard time last week. Hi future-me, who forgot how RoPE works, this is for you. RoPE stands for Ro...
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Feb 16 · 3 min read · Introduction When I started learning about LLMs, terms like self-attention and Transformers felt almost magical. So instead of only using libraries, I decided to build a language model step by step — starting from a very simple baseline and ending wi...
Join discussionFeb 15 · 19 min read · You've written distributed systems, optimized database queries, and architected microservices—but when someone mentions "backpropagation" or "gradient descent," there's a nagging gap in your mental model. The math makes sense on paper. Derivatives, c...
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Feb 13 · 8 min read · Content Role: pillar ML Model Serving: Production Inference Pipeline Deploying PyTorch and TensorFlow models with TorchServe and TFX Training a machine learning model is only half the battle. The real challenge begins when you need to serve predictio...
Join discussionFeb 9 · 9 min read · My daughter recently told me she wanted a gaming PC with an RTX 5070 Ti. She's one year old and doesn't actually speak yet, but I'm pretty sure that's what the crying meant. So I did what any responsible parent would do — I bought one. Then I stared ...
Join discussionFeb 7 · 7 min read · The digital gold rush of cryptocurrency mining has seen its peaks and valleys. If you’ve been in the crypto space, you’ve likely witnessed the enormous investments poured into powerful GPU farms, all dedicated to solving complex cryptographic puzzles...
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