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My
Projects

Please have fun exploring my projects!

I created my own portfolio chatbot for this website (located on the about page). It leverages documents like my resume, a PDF containing information about me, and CSV files. This was made using python, embedchain, OpenAI, and Dash. I hosted the code on github where I am using Heroku as a cloud service to run a live website.

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I created my own convolutional neural network on a custom image set to identify images of Taylor Swift and Kanye West in a crowd of people. The neural network has an accuracy of 91.7%. I then used a famous computer vision algorithm, YOLO, and received an accuracy of 95%.​

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This is a project using Azure Labs Studio and Apache Spark to manipulate YouTube comment data to work with MongoDB, Neo4js, and Cassandra. The purpose of this project was to stream data to different databases and store them for analytical use.

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Developed and implemented a logistic regression model to predict the originating website of recipes using a Kaggle dataset. I leveraged Langchain, Streamlit, and OpenAI to create an interactive dashboard, enabling dynamic queries and analysis of the dataset through a user-friendly web interface.

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Contact
Information

William Blumrosen

Los Angeles, CA 90049

832-623-2345

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©2024 by William Blumrosen

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