👨🚀 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)!
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
🔗 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
💡 Highlights:
- Preprocessing pipelines (lemmatization, vectorization)
- Multiple ML classifiers (LSTM, SVM, Logistic Regression)
- Dataset experimentation for real-world emotional tone recognition
Python Java C++ JavaScript SQL
Pandas NumPy Matplotlib Seaborn Scikit-learn Statistical Modeling Exploratory Data Analysis
React Node.js HTML CSS Figma Canva
Git GitHub GitHub Codespaces Jupyter Notebooks Google Colab
Figma Canva User Research Wireframing Prototyping
FERPA Annual Training Certificate
Technical Writing Public Speaking Team Collaboration Project Management
I was recently featured on a post from my University 🎓
Read the Linkedin Post Here
👩💻 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: eperm003@fiu.edu
😄 Pronouns: She/Her
⚡️ Fun fact: I like to write songs in my free time!