ePortfolio

Proof of Work & Skill

Real Estate Price Model (Ames, IA)

Developed a predictive ML framework trained using the Ames Housing dataset to estimate property prices based on relevant property structures.

(Can be modified to predict or classify anything given labeled data)

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Optimization Model for Business Operations

Created an optimization model to maximize NPV (Net Present Value) for a New York-based real estate startup.

(Can be modified to optimize for anything given labeled data)

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Bagels & Cream Website Development

Engineered a full website redesign using Python (Flask), HTML, CSS, and WIX to enhance customer engagement and sales.

(20x increase in new users)

Unsupervised Clustering Model

Built a clustering model to identify behavioral patterns by categorize smoker types using unsupervised learning techniques.

(Can be modified to cluster any unlabeled data to understand underlying nuances)

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Web Scraping

Designed custom Python framework using BeautifulSoup and Selenium to automate web scraping and data collection for online prices of car brokers.

(Can be modified to scrape anything really)

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Interactive Trade Logging System

Developed a python-based interactive trade logging framework.

(Can be modified to personalize salient features)


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