Ege Pakten

CS graduate from King's College London. The founder of KMCP Solutions Limited, a B2B consultancy delivering custom software solutions and code improvements to each company's needs.

London, United Kingdom Joined on Sep 10, 2024

Education

BSc in Computer Science, King's College London

Ege Pakten

Oct 7

How to Tell Data Tools Apart When They All Sound the Same

#data #ai #webdev #smallbusiness

6 min read

Ege Pakten

Sep 3

NVIDIA DGX Spark vs. Mac Studio M5 Ultra: Which One Should You Actually Buy to Run AI Locally?

#ai #nvidia #m5studio #localpc

10 min read

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Aug 25

When Should You Retrain Your ML Model? A New Study Says Most Teams Are Solving the Wrong Problem

#ai #webdev #mlops #machinelearning

5 min read

Ege Pakten

Aug 22

Training vs. RAG: What's Actually Different (and Why AI Keeps Telling You to Use RAG)

#ai #webdev #machinelearning #beginners

5 min read

Ege Pakten

Aug 22

What Is AI Inference? The Difference Between Training a Model and Actually Using It

#ai #webdev #machinelearning #beginners

4 min read

Ege Pakten

Aug 21

Overfitting vs Underfitting: Why Your ML Model Acts Like a Student Who Either Memorizes or Doesn't Study at All

#ai #beginners #machinelearning

5 min read

Ege Pakten

Apr 25

The Machine Learning Lifecycle: 10 Steps From Problem to Production (And Why Most Projects Fail at Step 3)

#ai #datascience #machinelearning #tutorial

8 min read

Ege Pakten

Apr 20

Two Main Sources of ML Models: Pre-trained vs Custom — Which One Should You Use?

#ai #beginners #machinelearning #opensource

6 min read

Ege Pakten

Apr 18

What is RAG? A Beginner's Guide to Retrieval-Augmented Generation (With a Full Pipeline Walkthrough)

#ai #beginners #rag #tutorial

8 min read

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Apr 18

Embeddings Explained: The Secret Language AI Uses to Understand the World

#ai #webdev #programming #vectordatabase

6 min read

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Apr 12

AI Agents Explained: 5 Types, Components, Frameworks, and Real-World Use Cases

#ai #agents #llm #webdev

7 min read

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Apr 11

What Is AgentOps? A Beginner-Friendly Guide Using a Real Hospital Use Case

#ai #agents #webdev #devops

8 min read

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Mar 27

AWS Basics But Needs to Be Known Before You Start Your Certification

#aws #infrastructure #cloud #programming

5 min read

Ege Pakten

Mar 11

What I Learned from "The Mom Test" - Chapter 8: Running the Process

#webdev #startup #speaking #learning

8 min read

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Mar 9

What I Learned from "The Mom Test" - Chapter 7: Choosing Your Customers

#webdev #startup #speaking #learning

8 min read

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Mar 6

What I Learned from "The Mom Test" - Chapter 6: Finding Conversations

#webdev #startup #speaking #learning

12 min read

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Mar 2

The Mom Test - Chapter 5: Commitment and Advancement

#webdev #mentorship #speaking #startup

8 min read

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Jan 24

What I Learned from "The Mom Test" - Chapter 4: Why You Should Keep Customer Conversations Casual

#webdev #startup #speaking #learning

6 min read

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Jan 24

What I Learned from "The Mom Test" - Chapter 3: Asking Important Questions

#webdev #startup #learning #speaking

17 min read

Ege Pakten

Jan 8

What I Learned from "The Mom Test" - A Developer's Guide to Customer Conversations - Part 2

#startup #webdev #business #entrepreneurship

17 min read

Ege Pakten

Jan 7

What I Learned from "The Mom Test" - A Developer's Guide to Customer Conversations - Part 1

#startup #product #entrepreneurship #business

12 min read

Ege Pakten

Dec 30 '25

Docker for Beginners: Everything I Learned about Images

#webdev #docker #containers #devops

6 min read

Ege Pakten

Dec 28 '25

Claude Code in Terminal: A Beginner's Guide to 10x Faster Development

#webdev #claude #ai #programming

13 min read

Ege Pakten

Dec 26 '25

Docker for Beginners: A Complete Guide to Containerisation

#docker #containers #beginners #webdev

12 min read

Ege Pakten

Dec 19 '25

AWS CloudFormation: The Complete Beginner's Guide to Infrastructure as Code

#cloudformation #aws #infrastructureascode #beginners

9 min read

Ege Pakten

Dec 17 '25

AWS CodeDeploy: A Beginner-Friendly Guide to Automated Deployments

#aws #codedeploy #programming #infrastructureascode

5 min read

DEV Community

Ege Pakten

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Writing Debut

One Year Club

Skills/Languages

Currently learning

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Available for

How to Tell Data Tools Apart When They All Sound the Same

NVIDIA DGX Spark vs. Mac Studio M5 Ultra: Which One Should You Actually Buy to Run AI Locally?

When Should You Retrain Your ML Model? A New Study Says Most Teams Are Solving the Wrong Problem

Training vs. RAG: What's Actually Different (and Why AI Keeps Telling You to Use RAG)

What Is AI Inference? The Difference Between Training a Model and Actually Using It

Overfitting vs Underfitting: Why Your ML Model Acts Like a Student Who Either Memorizes or Doesn't Study at All

The Machine Learning Lifecycle: 10 Steps From Problem to Production (And Why Most Projects Fail at Step 3)

Two Main Sources of ML Models: Pre-trained vs Custom — Which One Should You Use?

What is RAG? A Beginner's Guide to Retrieval-Augmented Generation (With a Full Pipeline Walkthrough)

Embeddings Explained: The Secret Language AI Uses to Understand the World

AI Agents Explained: 5 Types, Components, Frameworks, and Real-World Use Cases

What Is AgentOps? A Beginner-Friendly Guide Using a Real Hospital Use Case

AWS Basics But Needs to Be Known Before You Start Your Certification

What I Learned from "The Mom Test" - Chapter 8: Running the Process

What I Learned from "The Mom Test" - Chapter 7: Choosing Your Customers

What I Learned from "The Mom Test" - Chapter 6: Finding Conversations

The Mom Test - Chapter 5: Commitment and Advancement

What I Learned from "The Mom Test" - Chapter 4: Why You Should Keep Customer Conversations Casual

What I Learned from "The Mom Test" - Chapter 3: Asking Important Questions

What I Learned from "The Mom Test" - A Developer's Guide to Customer Conversations - Part 2

What I Learned from "The Mom Test" - A Developer's Guide to Customer Conversations - Part 1

Docker for Beginners: Everything I Learned about Images

Claude Code in Terminal: A Beginner's Guide to 10x Faster Development

Docker for Beginners: A Complete Guide to Containerisation

AWS CloudFormation: The Complete Beginner's Guide to Infrastructure as Code

AWS CodeDeploy: A Beginner-Friendly Guide to Automated Deployments