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Emdya/README.md

Emdy's Coding Arena

🌌 About Me

πŸ‘¨β€πŸš€ I am a Machine Learning Engineer and Data Scientist, acquiring my BS degree in Computer Science, at Florida International University also known as FIU (Go Panthers)!

FIU Feature Image

🧠 SpineWise

A desktop application that detects bad posture using computer vision and provides curated e-commerce suggestions to minimize health risks.
Key Features:

  • Real-time Posture Detection (MediaPipe + OpenCV)
  • Scoring System & Alerting (sound & visual feedback)
  • E-commerce Product Recommendations
  • Secure Privacy Focus & Clean UI
    Role: Core Contributor – developed the alert system, integrated posture classification, and collaborated on feature branches.

Analyzes how Computer Science students perform across theory vs. lab courses and how it correlates with problem-solving ability.
Technologies: Python, pandas, Seaborn, Matplotlib
πŸ”— Featured on LinkedIn


A natural language processing project focused on identifying and classifying sentiment within mental health-related texts.
Technologies: NLTK, Scikit-learn, LSTM, TensorFlow, TF-IDF, SVM
πŸ’‘ Highlights:

  • Preprocessing pipelines (lemmatization, vectorization)
  • Multiple ML classifiers (LSTM, SVM, Logistic Regression)
  • Dataset experimentation for real-world emotional tone recognition

πŸ› οΈ Skills

πŸ’» Programming Languages

Python Β  Java Β  C++ Β  JavaScript Β  SQL

πŸ“Š Data Science & Machine Learning

Pandas Β  NumPy Β  Matplotlib Β  Seaborn Β  Scikit-learn Β  Statistical Modeling Β  Exploratory Data Analysis

🌐 Web & App Development

React Β  Node.js Β  HTML Β  CSS Β  Figma Β  Canva

βš™οΈ Tools & Platforms

Git Β  GitHub Β  GitHub Codespaces Β  Jupyter Notebooks Β  Google Colab

🎨 UX/UI & Product Design

Figma Β  Canva Β  User Research Β  Wireframing Β  Prototyping

πŸ“œ Certifications

FERPA Annual Training Certificate

πŸ—£οΈ Soft Skills

Technical Writing Β  Public Speaking Β  Team Collaboration Β  Project Management

Top Langs

GitHub Streak

Features

Florida International University Recognition

I was recently featured on a post from my University πŸŽ“
Read the Linkedin Post Here

Like the Instagram Post Here

πŸ”— Links

linkedin Instagram YouTube

Technical Writing

FIU Instagram Post

Buy My Book

Fun Stuff

πŸ‘©β€πŸ’» I'm currently working on: SpineWise - A Posture Detection Desktop Application using OpenCV, MediaPipe, PyGame, and PyQt5

🧠 I'm currently learning: Machine Learning Practices and Python!

πŸ‘―β€β™€οΈ I'm looking to collaborate on: Computer Science-related content creation on social media, as well as ML and AI projects.

πŸ€” I'm looking for help with: I love to hear advice and acquire knowledge when it comes to anything in tech or mathematics :D.

πŸ’¬ Ask me about: My projects, my experience at hackathons, writing help, and social media.

πŸ“« How to reach me: [email protected]

πŸ˜„ Pronouns: She/Her

⚑️ Fun fact: I like to write songs in my free time!

Popular repositories Loading

  1. CS-Student-Performance-Analysis CS-Student-Performance-Analysis Public

    A deep dive into how Computer Science students perform across theory and lab courses β€” and how GPA correlates with problem-solving skills.

    Jupyter Notebook 2

  2. AI-Code-Reviewer AI-Code-Reviewer Public

    Python 2

  3. LLM-Reality-Check LLM-Reality-Check Public

    Hackathon Project for SpurHacks, focused on reducing the number of "AI hallucinations" that occur in Large Language Models

    Python 1

  4. hello-world hello-world Public

  5. PermuyDiversityLLC PermuyDiversityLLC Public

  6. CS50-Projects CS50-Projects Public

    Here are Coding Projects I created, through the CS50 Harvard course in 2024.

    C