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Kotsur69/README.md

Hi πŸ‘‹, I'm Mateusz Mazur

Language Model Enthusiast & Full-Stack Developer



Language Model Enthusiast & Full-Stack Developer

I'm a software developer interested in how language models, algorithms, and data-driven systems work in real-world applications.
I enjoy building practical tools - from small automation scripts to full-stack systems - and exploring how algorithmic learning can be applied to finance, analytics, and decision-making.


πŸ”§ What I work on

  • πŸ€– Language model implementation & experimentation
  • πŸ“Š Algorithmic learning, data analysis & finance-oriented use cases
  • 🌐 Full-stack development (frontend + backend systems)
  • πŸ—ƒοΈ Automation tools (file aggregation, data pipelines)
  • πŸ•ΈοΈ Web scrapers & data collection systems
  • 🌐 Networking fundamentals (TCP/IP, traffic analysis, Wireshark, tcpdump)

πŸš€ Recent projects

  • πŸ“ Small apps for file aggregation and automation
  • 🧠 LM-based systems for data processing and analysis
  • πŸ‘₯ Full-stack worker management application
  • πŸ“ˆ Algorithm-driven tools supporting data & financial analysis
  • πŸ•·οΈ Custom scrapers for structured and unstructured data

🧠 Interests

  • Applied machine learning & language models
  • Algorithms and statistical thinking
  • Data engineering & analytics
  • Finance-oriented systems
  • Backend architecture & scalability

πŸ“Œ Currently

  • Learning more about applied ML and algorithmic decision systems
  • Improving full-stack architectures
  • Exploring practical LM use cases beyond demos

I like building systems designed for an AI-focused future, grounded in solid understanding. I believe AI is often misunderstood, but it has the potential to fundamentally change the way we live and interact with the world.

Languages and Tools:

android angular angularjs azure csharp javascript linux mongodb mssql nextjs nodejs pandas photoshop postgresql python pytorch react typescript vuejs

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  1. AMSafe AMSafe Public

    AMSafe is a cutting-edge web app designed to inspire and engage warehouse workers in actively participating in health and safety (H&S) best practices. By blending gamification, real-time feedback, …

    TypeScript 1

  2. SteelQuote SteelQuote Public

    Web app for steel sales teams: real-time pricing for six steel types (HRS, CR, HDG, pickled, teardrop, Magnelis), role-based offer approval, route-based transport costs, quarterly PGL scheduling, P…

    TypeScript 1

  3. Logistics_Network_Map Logistics_Network_Map Public

    Logistics Network Visualizer is a tool for logistics companies to analyze truck routes and transport flows. It displays routes graphically with thickness based on tonnage, highlights top customers,…

    Python 1

  4. money_printer_turbo money_printer_turbo Public

    Production blueprint: NautilusTrader + CatBoost algorithmic trading framework (L2 microstructure, CPCV, DSR-gated promotion, IBKR/Alpaca execution)

    Python 1

  5. Luna-Core-HUD Luna-Core-HUD Public

    LunaCore HUD is an interactive desktop dashboard and action deck for Claude Code CLI. Visualize your session, monitor context window usage, and track active MCP servers or 300+ skills in real-time.…

    JavaScript 1

  6. crypto-trading-bot crypto-trading-bot Public

    Python 1