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  • Warsaw University of Technology
  • Warsaw
  • 01:30 (UTC +02:00)

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@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
[email protected]

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

  • AI-Interpretability — AI Safety framework using mechanistic interpretability to neutralize bias circuits at neuron level. Preserved 99.3% accuracy.
  • loan-default-predictor — ML pipeline for credit risk: preprocessing, feature engineering, AutoML, explainability.
  • trading — Trading analysis and ML-based predictions.
  • snowflake-RAG — RAG pipeline built with Snowflake.

Systems & Low-Level

  • GraphCLI — Graph analytics CLI: Louvain community detection, influencer analysis, LLM-powered workflows.
  • gsplit — Interactive network graph visualization GUI. Companion to GraphCLI.
  • rest-api-C — REST API in pure C with libmicrohttpd, PostgreSQL backend, Dockerized with Nginx.
  • saper — Minesweeper in C.

Embedded & IoT

  • LED_esp32 — Dynamic LED animations on ESP32: custom C++ firmware for devices and automotive prototypes.
  • Light-Controller — Raspberry Pi web server controlling Dynalite lighting via TCP/IP bridge.
  • aura-rgb-cortex — RGB lighting controller.

Web & Tools

  • MathSprint — JavaFX app for practicing arithmetic, exponents, roots and equations — scoring, level progression, performance charts.
  • enron-search-case-study — Document ranking and retrieval built during a 30-min Relativity hackathon.
  • Codeforces — Competitive programming solutions in C++.
  • ShopPilot — Shopping assistant app.
  • NetworkTabAnalyzer — Network traffic analysis tool.
  • Pricey-1.0 — Price comparison tool.

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