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9 followers · 7 following
  • Warsaw University of Technology
  • Warsaw
  • 11:05 (UTC +02:00)

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Highlights

  • Pro

Organizations

@Kolo-Naukowe-Data-Science-PW

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QbaKom/README.md

Hi there, my name is Jakub Komosa 👋

CS student @ Warsaw University of Technology
qbakom@gmail.com

Languages

Python C C++ C# Java JavaScript TypeScript Go

Technologies

Flask Django React NodeJS PostgreSQL Docker NumPy Pandas PyTorch TensorFlow

Tools

Linux Shell VIM Git Kaggle LaTeX

Featured Projects

AI & Machine Learning

Project Description Tech
AI-Interpretability AI Safety framework — mechanistic interpretability to detect and neutralize bias circuits at neuron level. Activation patching, ablation studies, pruning. Reduced discrimination while preserving 99.3% accuracy. Python, PyTorch
loan-default-predictor End-to-end ML pipeline for credit risk prediction — preprocessing, feature engineering, AutoML and explainability. Python, Pandas, AutoML
trading Trading analysis and ML-based predictions. Python, Jupyter
snowflake-RAG RAG pipeline built with Snowflake. Snowflake

Systems & Low-Level

Project Description Tech
GraphCLI CLI tools for graph analytics — Louvain community detection, influencer analysis, LLM-powered workflows. C
gsplit Interactive network graph visualization GUI. Companion to GraphCLI. Java
rest-api-C REST API written in pure C with libmicrohttpd, PostgreSQL backend, Dockerized with Nginx reverse proxy. C, Docker, PostgreSQL
saper Minesweeper game in C. C

Embedded & IoT

Project Description Tech
LED_esp32 Dynamic LED animations on ESP32 — custom C++ firmware for devices and automotive prototypes. C++, ESP32
Light-Controller Web server on Raspberry Pi controlling Dynalite lighting system via TCP/IP bridge with browser UI. Python, Raspberry Pi
aura-rgb-cortex RGB lighting controller with Python. Python

Web & Tools

Project Description Tech
MathSprint JavaFX desktop app for practicing arithmetic, exponentiation, roots, linear equations and modulo — with timer, scoring, level progression, session history and performance charts. Java, JavaFX, Maven
enron-search-case-study Document ranking and retrieval solution built during a 30-min Relativity hackathon. Python
Codeforces Competitive programming solutions — algorithms, data structures, problem solving. C++
ShopPilot Shopping assistant app. TypeScript
NetworkTabAnalyzer Network traffic analysis tool. JavaScript
Pricey-1.0 Price comparison tool. JavaScript

Pinned Loading

  1. GraphCLI GraphCLI Public

    C 2

  2. Light-Controller Light-Controller Public

    Python

  3. loan-default-predictor loan-default-predictor Public

    Jupyter Notebook

  4. Codeforces Codeforces Public

    me trying to be errichto

    C++

  5. gsplit gsplit Public

    C

  6. AI-Interpretability AI-Interpretability Public

    Python