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Data Science & AI Portfolio — showcasing projects from AI Certification, professional consulting, and my Boston University Master’s Program in Data Science.

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Hi, I’m Erica

🎓 Boston University – M.S. in Data Science (In Progress)
📊 AI-Certified Consultant | Marketing → Data Science Transition
💡 Passionate about bridging strategy, AI, and data science to create real-world impact.


Technical Skills

Python SQL Pandas NumPy Scikit-learn TensorFlow Keras Plotly Matplotlib Jupyter Google Colab VS Code Git GitHub


Featured Projects

🔭 Decoding UFO Sightings
Analyzed 80k+ records of UFO sightings, built predictive models with Prophet, and created geovisualizations using Plotly Dash.

🛒 AI Purchase Behavior Prediction
Machine learning models predicting customer purchase behavior with feature importance analysis.

💹 Crypto Clustering
Applied K-means and PCA to group cryptocurrencies by profitability and volatility.

📊 Athletic Sales Analysis
Explored retail sales data with Pandas (joins, groupby, pivot tables) for business insights.

🧠 Neural Network Challenge
Deep learning model predicting student loan repayment likelihood using neural networks.


Education

🎓 Boston University – M.S. in Data Science (In Progress)
🎓 University of Pennsylvania – AI & Machine Learning Certification (2024)
🎓 Johns Hopkins University – M.A. in Digital Communications
🎓 Penn State University – B.A. in Psychology


🌟 Currently Exploring

  • Advanced Machine Learning & Deep Learning
  • Data Visualization & storytelling with data
  • Applying AI in marketing, education, and social impact
  • Building my professional portfolio as a data scientist in transition

📫 Let’s Connect

LinkedIn
Portfolio
GitHub


Always learning, always building — where strategy meets data science.

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Data Science & AI Portfolio — showcasing projects from AI Certification, professional consulting, and my Boston University Master’s Program in Data Science.

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