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Emdya/README.md

Emdy's Coding Arena

๐ŸŒŒ About Me

๐Ÿ‘จโ€๐Ÿš€ 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

๐Ÿง  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 โ€“ 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
๐Ÿ”— 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
๐Ÿ’ก Highlights:

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

๐Ÿ› ๏ธ Skills

๐Ÿ’ป Programming Languages

Python ย  Java ย  C++ ย  JavaScript ย  SQL

๐Ÿ“Š Data Science & Machine Learning

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

๐ŸŒ Web & App Development

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

โš™๏ธ Tools & Platforms

Git ย  GitHub ย  GitHub Codespaces ย  Jupyter Notebooks ย  Google Colab

๐ŸŽจ UX/UI & Product Design

Figma ย  Canva ย  User Research ย  Wireframing ย  Prototyping

๐Ÿ“œ Certifications

FERPA Annual Training Certificate

๐Ÿ—ฃ๏ธ Soft Skills

Technical Writing ย  Public Speaking ย  Team Collaboration ย  Project Management

Top Langs

GitHub Streak

Features

Florida International University Recognition

I was recently featured on a post from my University ๐ŸŽ“
Read the Linkedin Post Here

Like the Instagram Post Here

๐Ÿ”— Links

linkedin Instagram YouTube

Technical Writing

FIU Instagram Post

Buy My Book

Fun Stuff

๐Ÿ‘ฉโ€๐Ÿ’ป I'm currently working on: SpineWise - A Posture Detection Desktop Application using OpenCV, MediaPipe, PyGame, and PyQt5

๐Ÿง  I'm currently learning: Machine Learning Practices and Python!

๐Ÿ‘ฏโ€โ™€๏ธ I'm looking to collaborate on: Computer Science-related content creation on social media, as well as ML and AI projects.

๐Ÿค” I'm looking for help with: I love to hear advice and acquire knowledge when it comes to anything in tech or mathematics :D.

๐Ÿ’ฌ Ask me about: My projects, my experience at hackathons, writing help, and social media.

๐Ÿ“ซ How to reach me: eperm003@fiu.edu

๐Ÿ˜„ Pronouns: She/Her

โšก๏ธ Fun fact: I like to write songs in my free time!

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