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KeanuVentura/README.md

Keanu Ventura

πŸŽ“ UCSD Data Science Major & Cognitive Science Minor | πŸ„β€β™‚οΈ From OΚ»ahu, Hawaii | πŸ“ˆ Analytics & Research Enthusiast πŸ“Š Passionate about using programming to influence decision-making, build predictive models, and solve real-world problems


πŸ“‚ Projects

🏦 DataLineage

Built Python connectors using the Fivetran Connector SDK to automate metadata collection across Fivetran, dbt, and ThoughtSpot, validating end-to-end data lineage with SQL and DuckDB.

Analyzed 51K+ European Airbnb listings using econometric and machine learning models to identify the key drivers of rental prices.
GitHub Repo

Ensemble machine learning models that predict Airbnb listing prices using property features, amenities, host data, and listing descriptions.
GitHub Repo

πŸ“ SoCalGuessr

ResNet-18 CNN model that classifies Southern California cities from street-level images using visual features.
GitHub Repo

EEG classifier using CSP and Logistic Regression to distinguish left/right hand and hands/feet motor activity from brain signals.
GitHub Repo

Analyzed 44M+ Google Maps reviews to uncover how critical, generous, and neutral users differ in sentiment, patterns, and rating behavior.
GitHub Repo

🌦️ Weather&Wheels

Example DataJam Project analyzing how weather impacts bike-sharing usage in SD; presented to high-school students nationwide.
GitHub Repo

πŸ“Š StatPilot

Predict NBA player prop outcomes with a live, interactive web app. Won the Innovation Launchpad Award at DataHacks 2025.
GitHub Repo
Devpost

πŸ’Ό Portfolio

A personal portfolio website built from scratch using HTML, CSS, and JavaScript to showcase projects, resume, and contact info.
GitHub Repo


✍️ Articles & Reports

🎬 FilmForecast

Predictive modeling project report analyzing movie metadata to forecast box office success.
GitHub Repo

🧊 CO2IceCores

Interactive and animated data website on COβ‚‚ preserved in Antarctic ice, featuring scroll-driven visuals and D3.js charts.
GitHub Repo

Explore how cooking time impacts ratings and how to predict calories through a website with data visuals and statistical models.
GitHub Repo

Analyzing whether elite NBA shooters excel by taking high-quality shots or by consistently outperforming shot expectations.
GitHub Repo


πŸ“ˆ Visualizations

πŸ›°οΈ GOESWaterVapor

Explore GOES-16 water vapor data interactively with D3.js and dynamic sliders.
GitHub Repo

πŸš΄β€β™‚οΈ BikeWatching

Interactive BlueBikes traffic visualization using Mapbox GL and D3.js.
GitHub Repo

🍽️ CostOfProcessing

Static visualization created using Tableau. Illustrates how food processing leads to an increase in negative nutrients.

πŸŽ‰ Bonus

❀️ ValentineProprosal

A fun, personal project building a Valentine’s proposal website using HTML, CSS, and JavaScript.
GitHub Repo

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