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SoSaymon/README.md

👋 Hi, I'm Szymon

Applied Data Science & AI student at BUAS | Focused on Conversational AI, Computer Vision, and Autonomous Systems

⚠️ Note: I'm currently not actively using this profile. Most of my recent work is being pushed to other accounts. For current projects, check my portfolio at szymonchirowski.com

💼 Key Projects

  • 🤖 Chatbot Development: LLM-based conversational AI with GDPR compliance and RAG architecture
  • 🎬 Emotion Recognition in TV Shows: End-to-end NLP pipeline using transformer models (BERT, RoBERTa)
  • 👁️ Wall Plug Defect Detection: Computer vision system achieving 100% accuracy with transfer learning and Grad-CAM explainability
  • 📊 POS Terminal Analytics: Power BI dashboard analyzing 1,337+ deployments and compliance metrics for IKEA Breda

🛠️ Tech Stack

AI & Machine Learning:
Python PyTorch TensorFlow scikit-learn

Backend & APIs:
FastAPI Django

Data & Analytics:
Pandas NumPy Matplotlib Power BI

Databases:
Postgres MongoDB MySQL

Cloud & Deployment:
DigitalOcean Cloudflare Apollo-GraphQL

🌐 Connect

LinkedInPortfolio Stack Overflow Email

Turning data into intelligence, one model at a time. 🚀

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  1. diceware-passphrase-generator diceware-passphrase-generator Public

    This is a command-line tool for generating secure passphrases based on the diceware method. The diceware method uses a list of words and random dice rolls to create strong and memorable passwords.

    Python 1

  2. diceware_django diceware_django Public

    Website for generating secure passphrases using the Diceware method. This is web implementation of my other project diceware-passphras-generator written in Python

    CSS

  3. elastic-create-users-and-spaces elastic-create-users-and-spaces Public

    This script is designed to create Elasticsearch users and Kibana spaces. The script is written in Python 3.11 and uses the Elasticsearch and Kibana APIs. The script, thanks to the possibility of lo…

    Python