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Hey there! 👋

Who am I?

I'm driven by the passion to merge engineering with business strategy, crafting innovative solutions that tackle some of the toughest challenges out there. With a solid background in AI, full-stack development, and strategic business planning, I've had the privilege of co-founding startups and leading projects that blend technology with market demands. My curiosity extends beyond just the commercial aspects—I'm equally fascinated by the scientific advancements that redefine what's possible. Right now, I'm diving into opportunities that seamlessly integrate engineering, business, and research to spark innovation and deliver impactful results.


🛠️ My Tech Stack (most of it)

Category Technologies
Languages Python Rust C C++ C# Java JavaScript TypeScript
Frameworks React Angular Springboot Matplotlib Seaborn Pandas NumPy Flask Cython
Tools & Others Git Docker Kubernetes VS Code IntelliJ IDEA Kaggle

🚀 Projects

🔧 Back to the Basics

Delving deep into the core fundamentals of computing, because sometimes the most 'basic' things are deceptively complex. Here are some projects where I strip everything down to the bare metal to understand how things really work:

  • rustylox - My own interpreter for the Lox language, crafted in Rust, inspired by the Crafting Interpreters book. Also provides live playground.
  • CoreLox - Reimplementation of Lox as bytecode-based virtual machine, written from scratch in C. While RustyLox brought Lox to life in Rust, CoreLox strips it down to its essentials—minimalist, efficient, and purpose-driven. This is Lox interpretation, closer to the metal.
  • torchlet - A neural network library influenced by Andrej Karpathy's Micrograd, extended to integrate seamlessly with PyTorch. Includes essential optimizations and C extensions for heavy computations via Cython.
  • grep - A reimagined take on the classic regex matching tool, built from scratch with handcrafted regex logic.

🤖 AI/ML Projects

Artificial Intelligence is a constant in my work, and I've tackled numerous applications in both proprietary and personal projects. Here are a few of my personal ventures:

  • KANwise: Implementation of Kolmogorov–Arnold Networks (KANs) in PyTorch with a Keras-like interface, based on the KAN paper.

  • torchlet: A full neural network library inspired by Andrej Karpathy's Micrograd, extended with PyTorch integration and optimized using Cython.

  • Speech2Text: A FastAPI-based Speech-to-Text API using OpenAI’s Whisper for transcription. Features user tracking and support for REST/WebSocket requests.


🎓 Academic Projects at Warsaw University of Technology

During my time at the Warsaw University of Technology, I’ve worked on some exciting and challenging projects. Here's a sneak peek:

  • Flight Application: A comprehensive flight data management system for my OOD course. The project demonstrates parsing, serializing, and deserializing flight data using a console interface, and includes multiple modules such as FlightDataParser, NetworkDataParser, and FlightDataGUI for managing and visualizing data.

  • Battleships Game: A fully functional Battleship game written in WinAPI as part of my PiGE course. Classic game, modern code. Well, maybe not totally modern, given that it's WinAPI...

  • ADS (Algorithms and Data Structures): A collection of algorithm and data structure implementations in C++. This is my go-to reference for brushing up on fundamentals and a learning resource for others.


🎮 For Fun & Miscellaneous Projects

Not everything has to be serious! Here are some projects I work on for fun or experimentation:

  • Genom Motif Analyzer: A simple, yet elegant tool for identifying, analyzing, and visualizing DNA motifs in genome sequences using BioPython.

  • graphs-isomorphism: A Python project for checking isomorphism in simple, undirected graphs. Includes a neat visualization tool using PyVis.

  • AdventOfCode2023: My solutions to Advent of Code 2023. I'm learning Go in the process but may switch to C, C++, or Python when things get tricky (or when I feel adventurous).

  • C-projects: A collection of early C projects from my first semester. This is where it all began, and I keep it around to see how far I’ve come.


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🌐 Connect with Me


🌱 What’s Next?

I'm always on the lookout for the next big challenge, so if you've got an interesting project or idea, let's connect! I'm particularly excited about projects that push the envelope in AI, software development, and where these intersect with business strategy.

Jakub Muszyński's Projects

ads icon ads

This repository contains the implementation of some algorithms and data structures in C++. It is meant as a future reference for me and a learning resource for others.

adventofcode2023 icon adventofcode2023

This repository contains my solutions to Advent of Code 2023. I have chosen to solve those problems using Go (and learn it in the process). I may solve some problems with C/C++ if I feel like it. If a problem will prove too hard to solve with those (since I do not know them all that great) I will probably default to Python.

battleshipsgame icon battleshipsgame

A fully functional game of Battleships written in WinAPI as a Project for PiGE course at WUT.

corelox icon corelox

While RustyLox brought Lox to life in Rust, CoreLox strips it down to its essentials—minimalist, efficient, and purpose-driven. This is Lox interpretation, closer to the metal.

genome-motif-analyzer icon genome-motif-analyzer

A simple, yet elegant tool for identifying, analyzing, and visualizing DNA motifs in genome sequences.

graphs_isomorphism icon graphs_isomorphism

Checking isomorphism of simple, undirected graphs with Python. Also contains visualization utility using PyVis.

grep icon grep

This project is a custom implementation of the classic `grep` utility, focusing on regular expression pattern matching. It supports various regex features, and the goal is to mirror many of the functionalities found in traditional `grep` tools.

kanwise icon kanwise

KANs implemented in PyTorch with a Keras-like interface, based on the "KAN: Kolmogorov–Arnold Networks" paper.

oc_sort icon oc_sort

[CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust to occlusion/non-linear motion.

proclink icon proclink

ProcLink is a modular and extensible process communication package designed for real-time inter-process communication using ZeroMQ (ZMQ) in Python.

rekrutacja_2023 icon rekrutacja_2023

Rekrutacja do KNDS w 2023! Tutaj znajdziecie zadania i rozwiązania.

rustcorder icon rustcorder

Meet RustCorder, your new go-to audio recording module! Built with Rust, it's fast, safe, and system-agnostic. Stream audio data via pipes or save as a .wav file. Still a work in progress, but already a masterpiece in the making.

rustylox icon rustylox

RustyLox - where beauty of Lox meets rugged charm of Rust. This is not just an interpreter, this is THE interpreter!

rustylox-playground icon rustylox-playground

Repository for deployment of playground for rustylox - interpreter for the Lox language

speech2text icon speech2text

A simple Speech2Text API implemented using FastAPI. Allows for sending files for transcription using REST requests and/or Websocket.

torchlet icon torchlet

Torchlet is a lightweight framework inspired by micrograd, designed to be both educational and practical.

yolov8_tracking icon yolov8_tracking

Real-time multi-object tracking and segmentation using YOLOv8 with DeepOCSORT and OSNet

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