Baku Kim

@probaku1234

AI Engineer | Ex-Backend Developer | Tech Enthusiast

Joined February 2025

About

With 2+ years of experience in web backend development, I now specialize in AI engineering, building intelligent systems and scalable solutions. Passionate about crafting innovative software, I love exploring new technologies, experimenting with AI models, and bringing ideas to life. Always learning, always building.

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Baku Kim's blogs

Baku's Tech Blogbakus-tech-blog.hashnode.dev12 posts

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Recently published

bakus-tech-blog.hashnode.dev

Part 7: Backward Pass

We have successfully built a "Forward Pass" that makes a prediction and a "Loss Function" that measures how wrong that prediction is. To turn this into a Learning system, we need to implement the Back

3d ago11 min read

bakus-tech-blog.hashnode.dev

Part 6: Data Scaling – Normalization vs. Standardization

In the previous part, we witnessed a "numerical explosion." Because our target formula involves x³, the raw values reached into the thousands, causing our loss to skyrocket into the millions. To build

3d ago8 min read

bakus-tech-blog.hashnode.dev

Part5: Forward Pass

In this part, we finally start building the deep learning process. The first part is Forward Pass. We will implement the forward pass process including loss function, activation function. What is the

3d ago9 min read

bakus-tech-blog.hashnode.dev

Part4: Building a Simple Regression Model and Preparing Training Tensors

In the previous parts, we learned how to work with tensors, created a dataset, and implemented the basic building blocks such as layers and initializers. Now, it’s time to combine these ideas and star

3d ago11 min read

bakus-tech-blog.hashnode.dev

Part 3: Building a Neural Network Layer

In the previous parts, we learned how tensors work how to generate training data In this part, we will start building the components of a neural network. Before we start, let’s briefly explain what deep learing is. What is Deep Learning? Deep lea...

Dec 6, 20254 min read

Baku Kim

About

Available for

Baku Kim's blogs

Recently published

Part 7: Backward Pass

Part 6: Data Scaling – Normalization vs. Standardization

Part5: Forward Pass

Part4: Building a Simple Regression Model and Preparing Training Tensors

Part 3: Building a Neural Network Layer

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Baku Kim

About

Available for

Baku Kim's blogs

Recently published

Part 7: Backward Pass

Part 6: Data Scaling – Normalization vs. Standardization

Part5: Forward Pass

Part4: Building a Simple Regression Model and Preparing Training Tensors

Part 3: Building a Neural Network Layer