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aleeya2903/README.md

About Me

Hi there! I'm Aleeya Mohamad Roki, a curious and driven Data Science student at the University of Wisconsin–Madison with a strong interest in the intersection of AI, data, and meaningful design. Originally from Malaysia, I’m passionate about building projects that make information clearer, interactions smarter, and education more inclusive.


Data Science & AI

I have hands-on experience in data analysis, statistical modeling, and building intelligent tools using languages like Python and R. My recent work includes:

  • Developing an AI-powered web app that turns Reddit rants into poems using Flask, React, and Gemini
  • Analyzing 30GB of NYC Taxi data using HTCondor and R for distributed computing and trend analysis
  • Visualizing regression and t-test results to quantify the impact of COVID-19 on urban mobility
  • Working on structured pipelines using tools like pandas, tidyverse, and RDS for exploratory insights

Programming & Engineering

In addition to data work, I'm comfortable with full-stack development and love collaborating across systems. My toolbox includes:

  • Languages & Frameworks: Python, R, SQL, Java, JavaScript, React, Flask, Tailwind, Bash, HTML/CSS
  • Tools: Tableau, Power BI, HTCondor, Netlify, JupyterLab, Render, GitHub, Webflow
  • Concepts: Prompt engineering, statistical inference, REST APIs, data cleaning, UX for data tools

Leadership & Impact

  • Bucky’s Classroom Ambassador – Sharing my college journey with Wisconsin K–12 students to promote higher ed access and inclusivity
  • Facilities Office Assistant – Used RStudio to analyze turnover metrics and optimize apartment operations at UW Housing
  • International Presenter – Spoke at a Fully Residential Schools International Symposium representing Malaysian boarding schools

What I'm Excited About

I’m always eager to:

  • Explore how AI can improve daily workflows and creativity
  • Contribute to inclusive tech spaces and meaningful outreach
  • Learn, share, and collaborate with like-minded builders and dreamers

Let’s Connect

Popular repositories Loading

  1. gitExample gitExample Public

  2. linuxExercises linuxExercises Public

    Shell

  3. bolt_project bolt_project Public

    Python 1

  4. aleeya2903 aleeya2903 Public

    My personal GitHub portfolio and profile.

  5. aleeya2903.github.io aleeya2903.github.io Public

    My personal GitHub portfolio website

    HTML

  6. nyc-cab-analysis nyc-cab-analysis Public

    Forked from NurArsani/Project

    R