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15 followers · 29 following
  • San Diego, CA

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Achievement: Pair Extraordinairex2Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

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junclemente/README.md

👋 Hi, I'm Jun

🎓 M.S. in Applied Data Science (MS-ADS) — University of San Diego
💡 Turning complex data into actionable insights through applied modeling, engineering, and storytelling.

🧠 What I Do

  • 🧩 Build practical tools for EDA → JCDS
  • 📊 Develop applied ML models through research and project-based work across education, healthcare, and workplace analytics
  • ⚙️ Work across Python, R, and Cloud (AWS, SageMaker, GCP)

🧰 Core Stack

Languages

Python R SQL Bash

Libraries & Frameworks

Pandas scikit-learn Matplotlib

Tools & Platforms

Jupyter Tableau AWS SageMaker GCP VS Code GitHub Actions

⚡ Fun Facts

💻 Run my own Unraid + Ubuntu servers, including a GPU-enabled (RTX 3090) setup for data science experimentation and AI workloads 📷 Into astrophotography, cycling, and DIY Raspberry Pi builds

📚 Resources and Community

  • Curated setup guides and workflow notes developed to support students USD's MS-ADS program: USD-MSADS

📫 LinkedIn · 📍 San Diego, CA

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  1. ca-early-warning-system ca-early-warning-system Public

    End-to-end applied data science project integrating multiple public education datasets to model and interpret factors influencing student graduation outcomes.

    Jupyter Notebook 1 1

  2. heart-disease-prediction-multi-cohort heart-disease-prediction-multi-cohort Public

    Forked from gw-00/Heart_Disease_Prediction

    Comparative modeling of coronary heart disease using expanded clinical features across multiple international patient cohorts.

    1

  3. washington-traffic-data-pipeline washington-traffic-data-pipeline Public

    End-to-end data engineering project that ingests real-time traffic, weather, and incident data from Washington State DOT APIs, stores and processes it in a MySQL database, and supports interactive …

    Jupyter Notebook 1 1

  4. school-sentiment-nlp school-sentiment-nlp Public

    NLP-based sentiment and topic analysis comparing online discussions of high- and low-performing school districts.

    Jupyter Notebook 1 2

  5. workplace-health-policy-optimization-aws workplace-health-policy-optimization-aws Public

    Forked from amayranib/ADS-508-team-project

    Cloud-based predictive analytics project using AWS to evaluate workplace health policies and optimize productivity, retention, and ROI.

    Jupyter Notebook 1

  6. jcds jcds Public

    Practical data tools for EDA and I/O — born from MSADS project experience.

    Python 1