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maxheitzman/README.md

Max Heitzman

Resume

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Computer Science Graduate · Math Minor · Technical Leadership · AI/ML Specialist

System Design · Client-Facing Technical Roles · Full-Stack Development · Team Coordination


About Me

I'm a recent Computer Science graduate from Texas Tech University with a Math minor, specializing in Artificial Intelligence and Machine Learning. I bridge the gap between complex technical systems and business needs — designing scalable solutions while effectively communicating with both technical teams and stakeholders.

My strength lies in translating intricate technical concepts into clear, actionable insights. Whether leading a capstone project team, coordinating multi-agent AI systems, or designing database architectures, I excel at both the technical implementation and the people-facing aspects of software development.

I'm passionate about roles where I can leverage my technical depth (from low-level systems to modern AI/ML) while working directly with clients, stakeholders, and cross-functional teams to deliver impactful solutions.

Key Strengths:

  • Technical Depth: Full-stack development, AI/ML systems, database design, system architecture
  • Communication: Explaining complex concepts in layman's terms, technical documentation, stakeholder presentations
  • Leadership & Coordination: Team leadership, project coordination, cross-functional collaboration
  • Problem Solving: System design, optimization, translating business requirements into technical solutions

🚀 Featured Projects

Capstone Project - Real-time monitoring system for autonomous robotic systems with GPS anomaly detection

  • Led team in developing LSTM-based anomaly detection (94% accuracy)
  • Designed GPS prediction models (LSTM, IMU-based) for sensor data poisoning detection
  • Implemented boundary detection systems for falsification prevention
  • Coordinated ROS sensor data processing and validation
  • Built real-time processing and visualization pipeline with multi-user dashboard
  • Tech: Python, Flask, TensorFlow, ROS, PostgreSQL, Machine Learning

Complete ML Pipeline - Implementations of modern generative models

  • VAE - Variational Autoencoders with latent space analysis
  • GAN - Generative Adversarial Networks with training dynamics
  • Diffusion Models - DDPM implementation on MNIST
  • DCGAN - Deep Convolutional GAN with label smoothing research
  • UNet - 1D and 2D architectures for diffusion models
  • Tech: PyTorch, Python, NumPy, Matplotlib

AI Agent Development - Multi-agent systems and UML modeling

  • Designed MCP-based AI agents with custom tools
  • Coordinated Autogen Studio multi-agent collaboration
  • Generated UML diagrams (Use Case, Class, Sequence, State)
  • Built LLM-powered software applications
  • Tech: Python, Autogen, Ollama, Gemini, MCP

Self-Adapting Language Models - Research project on adaptive AI systems

  • Analyzed algorithm design for self-adapting models
  • Conducted performance analysis and optimization
  • Tech: Python, Research & Analysis

SQL & NoSQL Implementation - Comprehensive database projects

  • SQL - Designed relational database (SoccerHub), complex queries, NL2SQL comparison
  • MongoDB - Built NoSQL document database (CampusConnect social platform)
  • Schema design, normalization, query optimization
  • Tech: MySQL, MongoDB, Python, SQLAlchemy, LangChain

🛠️ Technical Skills

Languages: Python, C, Java, SQL, JavaScript, HTML/CSS
AI/ML: PyTorch, TensorFlow, LangChain, Ollama, Autogen
Databases: MySQL, MongoDB, PostgreSQL, SQLAlchemy
Web: Flask, React, REST APIs
Tools: Git, Docker, ROS, Linux, Jupyter Notebooks
Architecture: System Design, Microservices, API Design, Cloud Solutions


📚 Interests

  • Technical Leadership - Leading teams and coordinating complex technical projects
  • Client-Facing Technical Roles - Working with stakeholders to translate needs into solutions
  • System Design - Architecting scalable systems that meet business requirements
  • AI/ML Applications - Applying generative models and neural networks to real-world problems
  • Database Systems - Relational and NoSQL database design and optimization

📬 Contact

📍 Lubbock, TX
📧 [email protected]
💼 LinkedIn
🐙 GitHub


Building smart systems from low-level logic up — and explaining them clearly.

Pinned Loading

  1. SE-Assignments SE-Assignments Public

    Software Engineering assignments demonstrating AI agent development, UML modeling, and multi-agent systems

    Python

  2. Operating-Systems Operating-Systems Public

    Operating Systems SEAL final project - Self-Adapting Language Models

    Python

  3. robot-system-call-analysis-platform robot-system-call-analysis-platform Public

    Robot System Call Analysis Platform Capstone

    HTML

  4. Concepts-of-Database-Systems Concepts-of-Database-Systems Public

    Python

  5. Generative-AI Generative-AI Public

    Python

  6. Multiprocessor Multiprocessor Public

    Cellular automaton simulator in Python with both serial and multiprocessing versions

    Python