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George Kamtziridis

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George Kamtziridis

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Aug 10

Tame Your Coding Agents: Some Thoughts on AI and Production Code

In the last 2 years, coding agents like Claude Code and Codex, to name a few, have become an integral part of the software engineering…

Tame Your Coding Agents: Some Thoughts on AI and Production Code

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George Kamtziridis

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Sep 25, 2024

Enhancing Time Series Forecasting with XGBoost: Incorporating Rolling Statistics and Moving…

Welcome to the third article on predicting energy consumption demands for the city of London. In the first article, we explored the London…

Enhancing Time Series Forecasting with XGBoost: Incorporating Rolling Statistics and Moving…

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George Kamtziridis

·

Aug 6, 2023

Time Series Forecasting with XGBoost and LightGBM: Predicting Energy Consumption with Lag Features

In a previous article, we’ve gone through the process of creating a model capable of predicting the demand of energy consumption for the…

Time Series Forecasting with XGBoost and LightGBM: Predicting Energy Consumption with Lag Features

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George Kamtziridis

·

Jul 8, 2023

ETL Pipelines With Python Azure Functions

Managing data workflows isn’t something new. We’ve been doing it for years by utilizing various tools and platforms. There are lots of…

ETL Pipelines With Python Azure Functions

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George Kamtziridis

·

Mar 16, 2023

Efficient Machine Learning Pipelines with DVC and MLFlow

Developing machine learning applications is a task that encapsulates many distinct steps. It starts by framing the problem, collecting…

Efficient Machine Learning Pipelines with DVC and MLFlow

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fromScratch Studio

by

George Kamtziridis

·

Jul 16, 2025

TypeScript Unit Tests That Matter: Go Beyond Code Coverage

It’s pretty safe to say that all software engineers are familiar with the concept of code testing. In fact, many tutorials include…

TypeScript Unit Tests That Matter: Go Beyond Code Coverage

In

fromScratch Studio

by

George Kamtziridis

·

Oct 7, 2024

Efficient Data Labeling: Leveraging Label Studio, GitLab CI, and Python in Your Pipeline

Every AI engineering team loves building and evaluating machine learning models. It’s undoubtedly the most exciting part of the pipeline…

Efficient Data Labeling: Leveraging Label Studio, GitLab CI, and Python in Your Pipeline

George Kamtziridis

·

Sep 2, 2024

How I Built an AI Writing Assistant Chrome Extension in a Few Hours Using the Latest LLaMA 3.1

Over the past five years, advancements in artificial intelligence have caught the world by surprise. This surge began in 2019 and 2020 when…

How I Built an AI Writing Assistant Chrome Extension in a Few Hours Using the Latest LLaMA 3.1

In

fromScratch Studio

by

George Kamtziridis

·

Aug 2, 2024

Boost Svelte/SvelteKit Performance with Memoization Techniques

Svelte and SvelteKit are relatively new frameworks that have surprised the web development community with their innovative approach. They…

Boost Svelte/SvelteKit Performance with Memoization Techniques

In

fromScratch Studio

by

George Kamtziridis

·

Jun 20, 2023

Decoding the Value of Noise: Integrating Noise Pollution Data into Real Estate Pricing with…

Openhouse (openhouse.gr) is a real estate platform which is currently under release by fromScratch Studio. Its distinguishing feature is…

Decoding the Value of Noise: Integrating Noise Pollution Data into Real Estate Pricing with…

George Kamtziridis

George Kamtziridis

Lead AI / Software Engineer at fromScratch Studio. BEng, MEng (Electrical Engineering/Computer Engineering) MSc (Artificial Intelligence)

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