PinnedGeorge KamtziridisEnhancing 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…Sep 251Sep 251
PinnedGeorge KamtziridisHow I Built an AI Writing Assistant Chrome Extension in a Few Hours Using the Latest LLaMA 3.1Over the past five years, advancements in artificial intelligence have caught the world by surprise. This surge began in 2019 and 2020 when…Sep 2Sep 2
PinnedGeorge KamtziridisTime Series Forecasting with XGBoost and LightGBM: Predicting Energy Consumption with Lag FeaturesIn a previous article, we’ve gone through the process of creating a model capable of predicting the demand of energy consumption for the…Aug 6, 20235Aug 6, 20235
PinnedGeorge KamtziridisETL Pipelines With Python Azure FunctionsManaging data workflows isn’t something new. We’ve been doing it for years by utilizing various tools and platforms. There are lots of…Jul 8, 2023Jul 8, 2023
PinnedGeorge KamtziridisEfficient Machine Learning Pipelines with DVC and MLFlowDeveloping machine learning applications is a task that encapsulates many distinct steps. It starts by framing the problem, collecting…Mar 16, 2023Mar 16, 2023
George KamtziridisinfromScratch StudioEfficient Data Labeling: Leveraging Label Studio, GitLab CI, and Python in Your PipelineEvery AI engineering team loves building and evaluating machine learning models. It’s undoubtedly the most exciting part of the pipeline…Oct 71Oct 71
George KamtziridisinfromScratch StudioBoost Svelte/SvelteKit Performance with Memoization TechniquesSvelte and SvelteKit are relatively new frameworks that have surprised the web development community with their innovative approach. They…Aug 2Aug 2
George KamtziridisinfromScratch StudioDecoding 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…Jun 20, 2023Jun 20, 2023
George KamtziridisTime Series Forecasting with XGBoost and LightGBM: Predicting Energy ConsumptionIn the simplest terms, time series forecasting is the process of predicting future values based on previous historical data. One of the…Feb 27, 20234Feb 27, 20234
George KamtziridisinfromScratch StudioWriting Testable Applications with .NET and StripeNowadays, every modern web application has some kind of payment system integrated. From small businesses that need basic e-commerce…Nov 22, 2022Nov 22, 2022