My Projects

    A collection of projects I've built, from entrepreneurial ventures to technical explorations. These projects showcase my skills in various technologies and my passion for solving interesting problems.

    Featured Projects

    UFO Sightings Interactive Map

    This project uses geospatial techniques and statistical analysis to uncover spatial and temporal patterns in over 5,000 UFO sighting reports from 2016. Through heatmaps, clustering, and shape-time correlations, it reveals behavioral and environmental factors that influence when and where sightings are reported.

    Kernel Density Estimation (KDE)
    Spatiotemporal Analysis
    Data Visualization
    Gainesville Traffic Analysis

    This project analyzes traffic efficiency and delay across Gainesville, Florida using FDOT traffic and signal data. By applying machine learning, network analysis, and geospatial diagnostics, it identifies the city's worst congestion points and offers targeted, cost-effective recommendations for signal retiming, structural bottleneck protection, and directional flow improvements

    Network Analysis
    Spatial Analysis
    Data Visualization
    Urban Sprawl and Regional Geographic Change: Florida and Texas

    This literature-based analysis critically evaluates the causes and consequences of urban sprawl in two rapidly growing states, synthesizing research from planning, environmental science, and policy. It highlights the spatial tensions between development and sustainability, particularly in ecologically sensitive areas like the Florida Everglades.

    Literature Synthesis
    Spatial Analysis
    Policy Analysis

    Other Projects

    CourseLynx

    Leading operations and growth strategy as COO, driving user acquisition and platform development. The platform helps 10,000+ students plan their course schedules efficiently.

    Leadership
    Product Development
    Operations
    10k+ Users
    Jarvis (Smart Home AI)

    AI-powered home assistant integrating automation and computer vision. Uses machine learning algorithms to control home devices and recognize people and objects. Still in development.

    Python
    Classification
    OpenCV
    Detection
    TensorFlow
    AI Spanish Review

    Utilizes a basic RAG model to generate text, provide feedback, and explain text. Built with Next.js, Langchain, and using openai's gpt-4o. Updating as semester progresses. Check out reading strategies for the ai part

    Next.js
    LLMs
    Langchain
    Prompting
    Blockchain Voting System

    Developed a decentralized application for secure, transparent voting on the solana blockchain. Uses smart contracts to ensure vote integrity and prevents double-voting.

    Anchor
    Solana
    Web3.js
    Smart Contracts
    Automated Trading Algorithm

    Built a cryptocurrency trading bot using statistical models and technical indicators to automate trading strategies. Implemented risk management protocols and backtesting features.

    Python
    Statistics
    APIs
    LLMs
    Agents