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Kamen Zhekov

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Kamen Zhekov
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Modules&Methods

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…

Jan 17, 2022

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

Jan 17, 2022

Kamen Zhekov
in
Modules&Methods

How To Scrape News from Reuters with Python & Scrapy

A step-by-step guide to mining news data

May 22, 2023

How To Scrape News from Reuters with Python & Scrapy

May 22, 2023

Kamen Zhekov
in
Modules&Methods

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…

Feb 22, 2023

Why You Should Be Learning Python Right Now

Feb 22, 2023

Kamen Zhekov
in
Modules&Methods

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…

Feb 9, 2023

Introduction To The Serverless World

Feb 9, 2023

Kamen Zhekov
in
Modules&Methods

Building Modern Web Applications: A Flexible Architecture

The stack, the architecture, and what it takes

Jan 10, 2023

Various layers of the website creation process

Jan 10, 2023

Kamen Zhekov
in
Modules&Methods

Securing a web app with Keycloak

Setting up an authentication server

Jan 5, 2023

Illustration of a person logging in by storyset

Jan 5, 2023

Kamen Zhekov

Building Modern Web Applications: Understanding Backend Solutions

Dec 16, 2022

Building Modern Web Applications: Understanding Backend Solutions

Dec 16, 2022

Kamen Zhekov
in
Modules&Methods

Building Modern Web Applications: A Quick Beginner’s Guide

Peeking into the stack

Dec 14, 2022

Building Modern Web Applications: A Quick Beginner’s Guide

Dec 14, 2022

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…

Dec 9, 2021

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

Dec 9, 2021

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…

Dec 3, 2021

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

Dec 3, 2021

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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