Projects | Digital City Lab

Incremental Learning Model for Smart Meters (Mycroft Mind)

Daniel Bretsko Piotr Walas Devashish Khulbe Stanislav Sobolevsky

The project is done for Mycroft Mind company, which specializes in energy intelligence solutions. We're developing a novel tree-based algorithm for energy demand forecasting that can learn in an online/incremental fashion (without storing historical data on the device), which is optimized for working on edge devices such as smart meters. We've also developed a specialized ensemble using our model as a base learner, providing even better forecasting accuracy while still keeping computational costs comparably low.

Braavo

Study AI Testing

Braavo is an interactive web-based learning platform designed to help users improve their programming skills through a series of randomly generated test questions. Users can select specific topics such as HTML, CSS, JavaScript, and more, along with difficulty levels ranging from Intern to Advanced. The platform provides a simple and engaging question-answer format, making it ideal for learners who want to grow their knowledge step by step. With a clean interface and fun illustrations, Braavo offers a motivating environment to practice coding skills efficiently and consistently.

Cliporylink

AI Notes Google Chrome

The most simple, fast and secure extention to save your bookmarks in the browser
Clipory is a fast, simple, and secure Chrome extension that allows you to efficiently manage your bookmarks directly in your browser. No complicated settings or features — just add and search your bookmarks with maximum convenience. Everything happens on the client side, and your data remains private: no data transmission to servers, no information collection.

bookmark.red

SOCOS Team Urban Complexity Lab

The webpage is about a system called bookmark.red, which helps users store, organize, and share valuable resources they find on the web. It addresses the challenge of finding trustworthy information and efficiently organizing bookmarks for future use. Users can search their own bookmarks or recommended resources from other users or selected groups. The system also allows users to create lists and tag their resources for easy navigation.

Coloring App

SOCOS Team Alesik Ivan

The webpage is about an online coloring platform where users can create and edit their own coloring projects. Users can save their projects, export them as PDF or PNG files, and even import PDFs as backgrounds. There are also options to change the size, color, and font family of the coloring. Additionally, there is a beta feature that allows users to upload images and generate coloring pages from them.

Digital City Lab

SOCOS Team

The webpage is about the concept of a digital city, which is a city connected to the internet and equipped with technological platforms for information and communications management. These platforms enable the internet of things and the processing of large amounts of data, leading to new services and functionality for city dwellers. Digitalization plays a key role in making cities more sustainable by facilitating new forms of urban logistics and mobility and promoting the use of renewable energy sources. The webpage emphasizes the importance of digitalization in managing urban environments and preparing for extreme weather events.

MUNI Data Analytics

SOCOS Team

The webpage is about a partnership between MUNI Data Analytics and MUNI's data analytic degree program. The program aims to train future professionals to become data scientists by providing them with mathematical fundamentals, problem-solving skills, and a data-driven mindset. Students will also develop practical skills in data analytics and the ability to communicate data-driven insights to different audiences. The program offers a unique elite hybrid bachelor's program in data analytics, taught in English and remotely with face-to-face sessions.

Innovation in Action

From smart meters to digital cities, we leverage AI and data science to solve complex urban challenges and build a sustainable future.

Incremental Learning Model for Smart Meters (Mycroft Mind)

Braavo

Cliporylink

bookmark.red

Coloring App

Digital City Lab

MUNI Data Analytics