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tylerrleee/README.md

Hello! I'm Tyler Le

I am currently studying Data Science at the University of Florida. I am eager to learn more about data pipelines and software practices. I hope you find my work intriguing!

I enjoy running, content cooking and staying out of Gainesville

Date PR Description Status
11/2025 PR Optimized MCMC algorithm workflow for subglacial topology simulations, reducing computation reduncdancy & runtime by ~50%. Merged
02/2026 PR, Tests Integrated a Torch subclass for large MCMC calculations (e.g. mass conserve, gradient, etc) on CUDA & MPS devices, increasing throughput by over 218% compared to CPU. Useful for HiperGator nodes that uses B200 GPUs Merged

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  1. MonteCarloMarkovChain MonteCarloMarkovChain Public

    Topography gstats inversion using MCMC, a solution for working with radar measurements, ice velocity uncertainty & mass conservation

    Jupyter Notebook

  2. two-tower-recommender two-tower-recommender Public

    matching system for mentor-mentee

    Jupyter Notebook

  3. AR-Surgical-Guidance-Platform AR-Surgical-Guidance-Platform Public

    HackMIT | Arduino + AR glasses engineered to connect remote surgical experts with on-site medics

    Python 1

  4. NYC-Residential-Property-Sales-Analysis NYC-Residential-Property-Sales-Analysis Public

    Investigating NYC Property Sales using Geospatial Data, geocoding, big data visualization analysis

  5. BlackScholesPricing BlackScholesPricing Public

    An Option Pricing Dashboard that visualizes different option prices, Profit & Losses & Greeks on different spot prices on an Option, based on the BlackScholes Formula.

    Python