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Achievements

Achievement: YOLOAchievement: Pull Shark

Achievements

Achievement: YOLOAchievement: Pull Shark

Organizations

@zopencommunity

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SJMcStay/README.md

Scott McStay

AI Software Developer Intern · CS + Data Science student New York Metropolitan Area

Building agentic systems, machine learning pipelines, and quantitative finance tooling. AI Software Developer Intern at IBM and a dual-degree candidate in Computer Science and Data Science & Statistics at Binghamton University.

Focus

  • AI & Agentic Systems — LLM pipelines, MCP, RAG, and autonomous code transformation
  • Machine Learning — predictive modeling, time-series analysis, and applied research
  • Quantitative Finance — options pricing, risk analysis, and ML-driven trading models
  • Systems & Security — low-level software, vulnerability assessment, and secure coding

Selected Work

  • Agentic porting pipeline @ IBM — automated migration of Python packages to IBM z/OS (s390x), autonomously resolving architecture incompatibilities.
  • Options Pricing & Risk Engine — Black-Scholes and Monte Carlo (GBM) pricing with implied volatility and Greeks, validated against live market data.
  • ML Options Trading Model — XGBoost pipeline forecasting short-term option price movements, with a backtesting framework for strategy evaluation.

Tech

Python · C++ · C · Go · SQL · JavaScript · R PyTorch · scikit-learn · XGBoost · Pandas · NumPy · SciPy React · Flask · Django · Node.js · PostgreSQL Docker · Git · Linux · pytest

Contact

GitHub · LinkedIn · Email

Popular repositories Loading

  1. SJMcStay SJMcStay Public

    My GitHub Profile

  2. stock-price-prediction-rf stock-price-prediction-rf Public

    Random Forest model for predicting S&P 500 stock price direction using historical market data and scikit-learn.

    Jupyter Notebook

  3. java-local-chat-app java-local-chat-app Public

    A Java-based local network messaging service that allows users to chat in real time using sockets and multithreading.

    Java

  4. pytorch pytorch Public

    Forked from pytorch/pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Python

  5. clear-phone-pbx clear-phone-pbx Public

    Python