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flau1019/README.md

Hi there, I'm Francis Lau

Growing up in the Bay Area surrounded by companies like Uber and Meta turning big ideas into products used by millions sparked my passion for technology. I love building tools that solve real problems and create a meaningful impact on how people live and work.

  • 🔭 I’m currently working on Polymarket + Kalshi Trading Bot

  • 🌱 I’m currently learning PyTorch and Tensor Flow

  • 📫 How to reach me flau1019@gmail.com

  • ⚡ Fun fact I'm on Cornell's Division 1 Lightweight Rowing Team!

Connect with me:

francis-lau-cornell

Languages and Tools:

aws azure bash c docker dotnet electron gcp java matlab mysql pandas python pytorch scikit_learn seaborn sqlite

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  1. Monte-Carlo-Option-Pricing-Engine Monte-Carlo-Option-Pricing-Engine Public

    Writing a Python-based Monte Carlo derivatives pricer under risk-neutral Geometric Brownian Motion to value European, Asian, barrier, and American options, implementing Least-Squares Monte Carlo fo…

    Jupyter Notebook

  2. Home-Credit-Default-Risk Home-Credit-Default-Risk Public

    Modeled home loan credit risk by using LightGBM to estimate loan default probability by engineering borrower features from application and credit bureau data, optimizing performance with randomized…

    Jupyter Notebook

  3. Blackjack-Simulation Blackjack-Simulation Public

    Simulating hands in blackjack and seeing which strategy is best for each hand. Following how closely the model follows the known basic strategy.

    Java

  4. Financial-Survival-Analysis Financial-Survival-Analysis Public

    Quantitative credit risk modeling system leveraging competing-risks survival analysis to estimate borrower default risk, project loan cashflows, and evaluate tranche profitability. Optimized data p…

    Jupyter Notebook

  5. NLP-Finance NLP-Finance Public

    Financial sentiment analysis and stock forecasting framework using LSTM neural networks. Processes market news, investor commentary, and earnings transcripts to generate sentiment signals for direc…

    Python

  6. elau1004/gRPC-vs-REST elau1004/gRPC-vs-REST Public

    An API Service example.

    Python 2