Projects
A selection of my recent work in data science, ML, and software engineering
Insights from Hotel Reviews
Insights from Hotel Reviews
A data-driven approach to customer satisfaction: turn unstructured hotel reviews into structured, actionable insight, and predict hotel ratings from customer feedback. Covers data wrangling, EDA, and ML modeling.
PythonNLPEDAMachine Learning
Single-cell RNA Sequencing Analysis
Single-cell RNA Sequencing Analysis
Explores cellular differentiation dynamics with scRNA-seq techniques, data wrangling, EDA, and predictive modeling of gene-protein interactions as bone-marrow stem cells evolve into mature blood cells.
PythonscRNA-seqJupyterBioinformatics
Stock Price EDA & Time-Series Analysis
Stock Price EDA & Time-Series Analysis
EDA and time-series analysis of Apple, Google, Microsoft, and Amazon stock prices (2018-2023) using Yahoo Finance data to extract insights and build predictive models.
PythonTime SeriesPandasFinance