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Jullu11/README.md

πŸ‘¨β€πŸ’» About Me

jainesh = {
    "location"   : "Charlotte, NC πŸ™οΈ",
    "education"  : ["M.S. Data Science & Business Analytics @ UNC Charlotte (2025–2026)",
                    "B.S. Computer Science (Data Science) @ UNC Charlotte – GPA: 3.57"],
    "roles"      : ["Graduate Teaching Assistant", "Academic Tutor", "Hackathon Winner πŸ†"],
    "interests"  : ["Machine Learning", "Data Analytics", "Predictive Modeling", "AI"],
    "currently"  : "Building smarter models and teaching the next gen of data scientists",
    "fun_fact"   : "Won 1st Place at UNC Charlotte Hackathon 2023 πŸŽ‰"
}

πŸ› οΈ Tech Stack

Languages & Tools

Python SQL C++ HTML5 CSS3

Data & ML

TensorFlow scikit-learn Pandas NumPy Apache Spark

Visualization & Cloud

Tableau Power BI AWS Flask Excel


πŸš€ Featured Projects

🎌 Anime Recommendation System

Database Design & Collaborative Filtering

  • Designed normalized relational schemas (3NF) with 17,500+ titles
  • Built collaborative filtering models β†’ +22% recommendation engagement
  • Documented user-privacy considerations in recommendation workflows

Python SQL Machine Learning Database Design

πŸš— Automotive Sales & Market Stability

Consumer Segmentation & Data Stewardship

  • Clustering to segment consumer groups across market segments
  • Built Tableau dashboards revealing market risks and opportunities
  • Proposed inventory strategies to reduce revenue volatility in high-risk segments

Tableau Clustering Data Analytics

πŸ’³ Credit Card Approval Prediction

Machine Learning on 50K+ Records

  • Built models on 50,000+ credit records to improve consumer targeting
  • Boosted prediction accuracy by 17% via feature engineering & hyperparameter tuning
  • Delivered insights to reduce applicant misclassification risk

Python scikit-learn Feature Engineering Risk Analytics

🎡 Music Streaming Recommendation App

Full-Stack Web App with OpenAI API

  • Full-stack music recommendation web app using the OpenAI API
  • Built with HTML/CSS/JS for a seamless user experience

HTML CSS JavaScript OpenAI API


πŸ“Š GitHub Stats

GitHub Streak


πŸ† Certifications & Achievements

πŸ… Achievement Details
πŸ₯‡ 1st Place – UNC Charlotte Hackathon 2023 Built event tracking integration in Canvas
☁️ AWS Cloud Architecture Certificate Amazon Web Services
πŸ€– AWS Machine Learning Engineer – Associate Amazon Web Services

πŸ’Ό Experience

πŸŽ“ Graduate Teaching Assistant β€” UNC Charlotte (Jan 2025 – Present)

Supported lab sessions, graded assignments with detailed feedback, and helped students debug code in data-focused coursework.

πŸ“š Academic Tutor β€” UNC Charlotte (Jan 2024 – Dec 2025)

Mentored undergrads in Statistics, Probability, and Linear Algebra (STAT 1220, MATH 1101, MATH 1141, MATH 2164).


🌟 Leadership

  • πŸ§‘β€πŸ« Mentor & Academic Tutor β€” UNC Charlotte Learning Center
  • πŸ› οΈ Project Lead β€” Hackathon Team
  • πŸ”¬ Member β€” UNC Charlotte Data Science Society

Snake animation

"Data is the new oil β€” I help refine it."

Pinned Loading

  1. aryamankachroo/NightArchivist aryamankachroo/NightArchivist Public

    Python 1

  2. aryamankachroo/UniVisa aryamankachroo/UniVisa Public

    TypeScript 1

  3. 6165_group_project 6165_group_project Public

    Forked from Jinzhao0819/6165_group_project

    Group project for DSBA 6165

  4. d3-unemployment-dashboard d3-unemployment-dashboard Public

    Forked from CalvinP4/d3-unemployment-dashboard

    An interactive dashboard made using D3 JS

    JavaScript

  5. Gardening-Application Gardening-Application Public

    Forked from vamsdawg/Gardening-Application

    Gardening Application for DSBA 6156

    Jupyter Notebook

  6. SRR--music-streaming-platforms SRR--music-streaming-platforms Public

    Forked from BerkleySitterson/SRR

    A Full-Stack Web App using the OpenAI API for music recommendation

    HTML