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12 followers · 18 following
  • University of Warsaw
  • Warsaw, Poland

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NakerTheFirst/README.md

Hi there! 🥑

Name's Krzysztof! I'm a data science enthusiast with a passion for NLP. Currently pursuing my Master's in Data Science & Business Analytics at the University of Warsaw.

Tech Stack

Core Languages

  • Python
  • SQL
  • TypeScript/JavaScript
  • C++

Data Science & ML

  • Data Processing: pandas, numpy, SQL
  • Machine Learning: scikit-learn
  • Data Visualisation: seaborn, matplotlib

Deep Learning & NLP

  • Frameworks: PyTorch, TensorFlow
  • NLP Tools: Hugging Face transformers
  • Models: BERT/RoBERTa fine-tuning, sentiment analysis, text classification

Development Tools

  • Version Control: Git, GitHub
  • Environment: Linux
  • Web: HTML5, CSS3
  • Design: Figma

Current Focus

Exploring LLMs, advanced NLP techniques, and their real-world applications in business contexts. Always game to tackle problems at the intersection of language understanding and practical ML solutions.

Pinned Loading

  1. Sentiment-analysisSentiment-analysisPublic

    Analyse social media sentiment of OpenAI using LinkedIn data with NLP and transfer learning

    Python 2

  2. Glassdoor-reviews-miningGlassdoor-reviews-miningPublic

    End-to-end Data Science analysis of Glasdoor reviews of employees on companies with NLP tools and text mining.

    R

  3. California-housing-predictionCalifornia-housing-predictionPublic

    California Housing dataset median price prediction. How much will a house cost based on x, y and z?

    Python

  4. Fuel-efficiency-predictionFuel-efficiency-predictionPublic

    Comparison of fuel efficiency prediction models using different linear regression types. Based on Mileage Per Gallon (MPG) dataset.

    Python

  5. Investing-simulationInvesting-simulationPublic

    You have $100. Choose % of capital to invest. Win (60%) or lose (40%). Repeat 100 times. Maximise capital gain.

    Jupyter Notebook

  6. sawolej/WaveProjectsawolej/WaveProjectPublic

    Vaporwave-style game made for University of Lodz. Used during events promoting the university.

    TypeScript 1