featured project · launched
Fake Job Posting Detection System
A senior project turned into a live web app. It uses NLP and machine learning to help users check whether a job post looks real or suspicious.
Hi, I’m Dana.
Final-year Data Science student building machine learning, NLP, and visualization projects with a focus on clear, usable results.
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⌗ SELECTED WORK
A few projects I’ve worked on. For the full list, GitHub is the better place to look.
Customer Churn Prediction
A simple machine learning project where I compared two classification models on a telecom customer churn dataset.
Visualizing Music Mood on Spotify
A visualization project about Spotify audio features and how songs can feel different in mood and energy, beyond just popularity.
⌗ ABOUT
I like working on projects where data turns into something people can actually use.
I’m Dana, a final-year Data Science student. I’m still learning, but I like building things along the way, especially projects around machine learning, NLP, and data visualization.
I care about keeping my work clear. A model can be good, but if the result is confusing, it is not very useful. That is why I enjoy combining data science with simple interfaces and readable visuals.
Right now, I’m focusing on improving my GitHub, writing more about what I build, and turning university projects into cleaner portfolio pieces.
⌗ CONTACT