Generative AI
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RAGs to Riches: Zero-Shot Classification of DocumentsThis project explores the use of RAG systems in zero-shot multi-label classification of large documents.
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James Webb Images GANThis project uses generative adversarial networks to create images in the style of pictures taken by the James Webb Telescope.
Machine Learning
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Capturing a Heartbeat from an ImageHow I extracted the sound of my son's heartbeat from the image of his first ultrasound.
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ACNH Turnip Stalk MarketExplore the use of time-series clustering to predict the trends of the turnip market in Animal Crossing: New Horizons.
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U.S. Senate PolarizationSee how the clustering analysis can be used to quantify the differences between U.S. senators' voting records.
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Hazardous FreightSequence modeling and embeddings aren't just for NLP. See how they can be used to predict the contents of railcars based on their routes.
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LSTM Anomaly DetectionUse LSTM autoencoders to predict bad bearings in motor assemblies based on vibration data.
Data Engineering & Simulation
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Retail SimulationSimulate individual customer behaviors to create a complete business model with high granularity.
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Senate Voting HistoryCreate a MySQL database of historical senate votes using web scrapers and bots.
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Hamlet NLP Spark PipelineUse Apache Spark to create a practical NLP dataset for the analysis of Shakespear's Hamlet.
Dashboards & Data Applications
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Retail Simulation ApplicationExplore the customer-level, seasonal, and regional sales trends generated by my retail simulation.
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Project ManagementGet visibility into simulated projects to track timelines, goals, and budgets.
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Sales LeversSimple and attractive display of common sales levers on simulated dataset.
Web Development
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This website was coded from scratch without the use of any templates or web services, like Wix or Wordpress. I also have extensive full-stack development experience in industry settings, developing back-office analytics portals and data web applications.
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TF-IDF Document SearchHow I built a fuzzy search algorithm for my projects' jupyter notebooks.
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Legacy Portfolio SiteThe previous iteration of this site, hardcoded in PHP, Javascript, HTML, and CSS.