Efficient Fine-tuning and Inference of LLMs for Question Answering

Python, Large Language Models, Transformers, Parameter-Efficient Fine-Tuning, Prompt-Tuning, Adapters

Content-Augmented Recipe Recommendation

Python, Matrix Algorithms, Collaborative Filtering, Matrix Factorization, Content-based recommendation, Hybrid recommendation

Finding Topic Clusters in Tech News

Python, Webscraping, Natural Language Processing, KMeans, t-SNE

Exploring Patient Satisfaction and Readmission in Medically Underserved Areas

Python, API queries, data mining, data cleaning, interactive visualization

Can personality traits and demographics predict drug use?

Python, logistic regression, random forest, SVM classification

Reducing dimensions of non-verbal behavior

R, data cleaning, unsupervised learning, dimensionality reduction, factor analysis, visualization

Predicting life expectancy from World Bank data

R, data cleaning, data transformation, multilinear regression, interactive visualization