Kamen Zhekov – Medium

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Kamen Zhekov
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An Introduction to Artificial Neural Networks: Grasping The Concept

This post will try to explain the concept behind one of the most basic AI structures — the artificial neural network. We will not go into…

7 min readJan 17, 2022

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A simple artificial neural network classifier distinguishing between a cat, a dog and an avocado.

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Kamen Zhekov
in
matcha.fyi

How To Scrape News from Reuters with Python & Scrapy

A step-by-step guide to mining news data

10 min readMay 22, 2023

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How To Scrape News from Reuters with Python & Scrapy

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Kamen Zhekov
in
matcha.fyi

Why You Should Be Learning Python Right Now

Python is already one of the most popular programming languages, and it’s only getting more popular. In fact, experts predict that Python…

8 min readFeb 22, 2023

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Why You Should Be Learning Python Right Now

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Kamen Zhekov
in
matcha.fyi

Introduction To The Serverless World

Serverless computing has been one of the most talked about topics in the cloud computing world in recent years. It promises to…

4 min readFeb 9, 2023

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Introduction To The Serverless World

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Kamen Zhekov
in
matcha.fyi

Building Modern Web Applications: A Flexible Architecture

The stack, the architecture, and what it takes

7 min readJan 10, 2023

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Various layers of the website creation process

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Kamen Zhekov
in
matcha.fyi

Securing a web app with Keycloak

Setting up an authentication server

7 min readJan 5, 2023

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Illustration of a person logging in by storyset

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Kamen Zhekov

Building Modern Web Applications: Understanding Backend Solutions

5 min readDec 16, 2022

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Building Modern Web Applications: Understanding Backend Solutions

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Kamen Zhekov
in
matcha.fyi

Building Modern Web Applications: A Quick Beginner’s Guide

Peeking into the stack

5 min readDec 14, 2022

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Building Modern Web Applications: A Quick Beginner’s Guide

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Kamen Zhekov

Complete horoscope generation pipeline as a REST API using GPT Neo, Transformers, Fast API and GCP…

Second part of the project to generate horoscopes using a state-of-the-art NLP model, and hosting it as an API on the Google Cloud…

7 min readDec 9, 2021

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Complete horoscope generation pipeline as a REST API using GPT Neo, Transformers, Fast API and GCP…

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Kamen Zhekov

ML horoscope generation pipeline as a REST API using GPT, Transformers, Fast API and GCP (Part 1)

This project implements a complete cloud-hosted NLP pipeline for generating (hopefully) well-written horoscopes using Python 3 for the…

7 min readDec 3, 2021

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ML horoscope generation pipeline as a REST API using GPT, Transformers, Fast API and GCP (Part 1)

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Kamen Zhekov

Kamen Zhekov

I am a Python Engineer with experience in ML Engineering, full stack and API architectures. Currently, I am working with ACA Group's amazing Python team!

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