Hello there! I'm Kuba

I'm a graduate MSc AI engineer with experiencein building AI powered solutions that are performance optimized and good looking.

What I've been working on

MaskFormer: Per-Pixel Classification is Not All You Need

An in-depth analysis of the revolutionary MaskFormer paper from NeurIPS 2021 that fundamentally changed how computers understand images by shifting from per-pixel classification to masked classification.

Computer VisionDeep LearningImage Segmentation

InstantIR

Blind Image Restoration with Instant Generative Reference. This project focuses on state-of-the-art techniques for image restoration and enhancement, showcasing cutting-edge AI capabilities.

PythonAI

Night Vision

A highly customizable charting library designed specifically for professional traders, offering in-depth visualization options.

JavaScriptCharting

Algorithmic Trading with Python Cookbook

A comprehensive guide to implementing algorithmic trading strategies using Python, complete with ready-to-use code snippets.

PythonTrading

Fingerprint Visualiser TYP

A deep dive into browser fingerprinting and privacy concerns, demonstrating how unique identifiers can be derived from devices.

TypeScriptCybersecurity

Obsidian Pomodoro Timer

A productivity tool integrated with Obsidian to help manage time effectively using the Pomodoro technique.

TypeScriptProductivity

AI Airplane Route Planner

An AI-powered route planner designed for optimizing airplane routes using pathfinding algorithms and heuristics.

JavaPathfinding

GPT from Scratch

An implementation of a GPT model from scratch to understand the inner workings of autoregressive transformers and language models.

PythonNLPDeep Learning

Transformer from Scratch

A complete implementation of a transformer model from scratch with a translation task, showcasing deep learning expertise and a solid understanding of NLP concepts.

PythonNLPDeep Learning

ML Course

A collection of machine learning projects and experiments, designed to reinforce concepts and hands-on learning.

PythonMachine Learning

AI Mosaic Solver

An AI-driven mosaic solver project that leverages heuristic methods to efficiently find solutions, developed as part of my coursework.

JavaAI

Collaborative Drawing Tool

A collaborative Java-based drawing tool that supports real-time multi-user interactions, developed for an advanced programming course.

JavaReal-Time Systems

Grammar Engineering in NLP

A project focused on building and testing grammar parsers for natural language processing tasks, part of my coursework in AI and NLP.

PythonNLP

Knowledge Discovery and Data Mining

A data-driven project focused on discovering insights and patterns from complex datasets, using machine learning and data mining techniques.

Jupyter NotebookData Science

Tech Stack