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Hi there 👋

Welcome to my GitHub portfolio! I'm a passionate Data Scientist and recent graduate from the University of California, Berkeley, with a Master's degree in Data Science and a Bachelor's in Molecular Biology. My academic journey has been a blend of rigorous learning and practical application. I have honed my expertise in Data Engineering, Statistics, Data Visualization, and Machine Learning through both coursework and cutting-edge projects.

🔍 Data Analysis & Engineering Expertise:

  • My academic journey at UC Berkeley armed me with skills in data engineering, statistics, and visualization, not to mention a firm grounding in machine learning and causal inference.
  • Projects like AudioAid have allowed me to explore the power of audio data, achieving impressive model robustness with Convolutional Neural Networks and a 99% F-1 score in fall detection systems.
  • I've also demonstrated the capacity of CNNs to classify brain tumors from MRI images with high accuracy, and investigated the effects of various mediums on reading comprehension.

💻 Technical Toolbox:

  • Proficient in programming with Python and R, and handling databases with SQL, MySQL, Docker, SQLServer, and PostgreSQL.
  • Versed in machine learning frameworks like TensorFlow, Pytorch, and Keras, and bringing data to life through visualization with D3.js and Tableau.
  • Comfortable in cloud environments such as AWS Cloud and Google Cloud IoT, crafting prototypes with tools like Figma, Canva, and Adobe XD, and I'm well-versed in IoT applications with Raspberry Pi and AWS IoT.
  • My version control of choice is Git, facilitated through GitHub for seamless collaboration and code management.

📚 Projects

Through this repository of experiences, I hope to continue contributing to impactful data science projects and welcome collaboration or discussions on potential opportunities.

Let's connect!

allegrasimmons's Projects

featuretools icon featuretools

An open source python library for automated feature engineering

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