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BigCatSoftware/README.md

Hi, I'm Tiger Schueler!

I'm a U.S. Navy veteran with Secret clearance (current, eligible for reactivation) and recent graduate from the University of Washington Tacoma with a B.S. in Computer Science and Systems and a Minor in Mathematics.

My expertise spans full-stack development and data science, with strong foundations in modern web technologies, statistical analysis, and mathematical modeling. I bring analytical problem-solving skills and leadership experience from my Navy service, with a proven track record of delivering scalable applications and data-driven insights.

Currently seeking opportunities in:

  • Full-Stack Development: TypeScript, Next.js, and cloud architecture
  • Software Engineering: Backend development with Python/Java
  • Data Science: Statistical modeling and algorithm optimization

Skills & Tools

Programming & Development

  • Languages: TypeScript, Python, Java, SQL, R
  • Frontend/Full-Stack: Next.js, React, TypeScript, HTML/CSS
  • Backend: Express.js, Node.js, Python APIs
  • Databases: PostgreSQL, Microsoft SQL Server, Firebase
  • Development: Git, IntelliJ, PyCharm, WebStorm

Cloud & Data Science

  • Cloud Platforms: Google Cloud Platform, Firebase, Google Cloud Storage, Cloud Pub/Sub
  • Data Science: pandas, NumPy, NLTK, NetworkX, Matplotlib, scikit-learn, TensorFlow
  • Statistics: Statistical modeling, Markov chain analysis, probabilistic modeling
  • Analytics Tools: Jupyter Notebooks, Google Colab
  • Media Processing: ffmpeg transcoding and automated workflows

Featured Projects

Full-Stack & Cloud Development

Full-Stack YouTube Clone
Scalable video streaming platform built with TypeScript, Next.js, and Express. Features automated video processing pipeline with Google Cloud Storage, Firebase Authentication, Cloud Pub/Sub for real-time notifications, and ffmpeg transcoding workflows.

SHA3-SHAKE Cryptographic Library
Production-grade implementation of SHA-3 hash functions and SHAKE algorithms following FIPS 202 specification. Features optimized Keccak-f[1600] permutation, CLI interface with file hashing and MAC generation, plus comprehensive NIST test vector validation.

Data Science & Mathematical Modeling

Markov Chain System Analysis
Probabilistic modeling system implementing power iteration algorithms and steady-state analysis for random walk processes. Demonstrates system reliability analysis and performance optimization using advanced mathematical modeling with PyAmaze integration.

Naive Bayes Sentiment Classifier
Statistical text classification achieving 85%+ accuracy using Naive Bayes with Laplace smoothing. Features comprehensive NLTK pipeline, feature extraction, and error analysis for large-scale movie review sentiment analysis.

Graph Algorithm Analysis
Network analysis system implementing BFS/DFS algorithms, NetworkX integration, and Matplotlib visualizations. Provides decision tree optimization, pathfinding strategies, and performance metrics evaluation.

Systems & Low-Level Development

CHIP-8 Emulator
Minimal emulator implementation with instruction decoding and graphics rendering. Demonstrates systems programming concepts, memory management, and low-level optimization for classic gaming hardware simulation.

J-- Compiler Extensions
Extended Java subset compiler with scanner enhancements for multi-line comments and numeric literals, parser improvements with grammar rules, and AST node implementation for conditional expressions, loops, and exception handling.


Career Objectives

  • Full-Stack Developer roles across diverse technology stacks and platforms
  • Software Engineer positions in backend development, systems programming, or application development
  • Data Scientist opportunities in statistical modeling, machine learning, and analytical problem-solving
  • Advancing skills in scalable system design, algorithm optimization, and predictive analytics

Popular repositories Loading

  1. Dungeon-Adventure Dungeon-Adventure Public

    Dungeon Adventure: Forked from the TCSS 360 project, I implemented BSP dungeon generation, item mechanics, tile enums, and inventory systems in Java with LibGDX. Additionally, I worked on stat trac…

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