Hi, I’m Malorie — I have a BA in Linguistics from the University of Vermont and I’m currently pursuing a Master’s in Computational Linguistics at Goldsmiths, University of London.
I’m passionate about language and how it intersects with technology — especially the ways AI and machine learning are used to interpret and generate human language. My primary interests include natural language processing, linguistic diversity, language preservation, AI ethics, and the impact of machine learning bias on communication.
I’m curious about how language shapes our experiences — and how we can design technology that understands and respects that.
- Languages: Python, JavaScript, Java, Shell (Bash), HTML5, CSS3, SQL, R
- Tools: Jupyter Notebook, Streamlit, Git, Docker, Homebrew, Linux, Unix
- Data Science: Pandas, NumPy, Matplotlib, Seaborn
- NLP Libraries: spaCy, NLTK, Gensim, Hugging Face Transformers
- AI/ML Libraries: scikit-learn, PyTorch, TensorFlow
- Specialties: Natural Language Processing, Machine Learning, Data Analysis, Big Data, Shell Scripting
📊 Machine Learning – Thermography Temperature Analysis
- Repo: Machine_Learning_CW1
- 🛠 Tech: Jupyter Notebook
- Analyzed thermography temperature data for machine learning insights.
📚 Big Data – Western Literature Analysis
- Repo: big_data_CW1Q2
- 🛠 Tech: Apache Mahout, Shell Scripting
- Large-scale text analysis of Western literature.
🌦️ Big Data – Weather Station Data Analysis
- Repo: big_data_CW1Q1
- 🛠 Tech: Python, HDFS
- Analyzed weather data across multiple stations.
🌍 Data Programming – Asylum Applications & GDP Trends
- Repo: asylum_gdp_data
- 🛠 Tech: Jupyter Notebook, EDA
- Investigated global GDP trends and asylum application data.
🗣️ NLP Linguistics – Reddit Language Analysis
- Repo: reddit_nlp_scraping
- 🛠 Tech: Jupyter Notebook, Reddit API (PRAW)
- Linguistic analysis of language use in online communities.
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NLP Dashboard – Repo
Web app for tokenization, word clouds, and named entity recognition. -
Text Normalizer – Repo
Converts internet slang to standard language. -
Text Summarizer – Repo
Automatic summarization tool for quick text insights.