Emdy's Coding Arena

🌌 About Me

👨‍🚀 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)!

🧠 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.

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📊 CS-Student-Performance-Analysis

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

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🧠 Mental Health Sentiment Analysis

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
💡 Highlights:

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

🛠️ Skills

💻 Programming Languages

Python   Java   C++   JavaScript   SQL

📊 Data Science & Machine Learning

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

🌐 Web & App Development

React   Node.js   HTML   CSS   Figma   Canva

⚙️ Tools & Platforms

Git   GitHub   GitHub Codespaces   Jupyter Notebooks   Google Colab

🎨 UX/UI & Product Design

Figma   Canva   User Research   Wireframing   Prototyping

📜 Certifications

FERPA Annual Training Certificate

🗣️ Soft Skills

Technical Writing   Public Speaking   Team Collaboration   Project Management

Features

Florida International University Recognition

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

Like the Instagram Post Here

🔗 Links

Technical Writing

Fun Stuff

👩‍💻 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!

👯‍♀️ I'm looking to collaborate on: Computer Science-related content creation on social media, as well as ML and AI projects.

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

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

📫 How to reach me: [email protected]

😄 Pronouns: She/Her

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