Education
Dissertation: Simulating Accident Scenarios with Realistic Driver Behavior Models for Autonomous Vehicles
Thesis: CogMod: Simulating Cognitive and Perceptive Limitations in Human Drivers
Thesis: An Improved Dead Reckoning Approach for 2 D Top-Down Multiplayer Car Racing
Research & Professional Experience
- Lead developer of "CogMod", "JunctionArt", "WaveFormer", and "CruzWay" open-source toolchains for simulation and machine learning.
- Authored more than seven peer-reviewed papers in IEEE and SAE venues; organised the first Scenario-Generation Workshop at IV 2023.
- Mentored high-school and undergraduate interns, several of whom later joined top CS graduate programmes.
- Supported over 15 courses in Game Design, AI, and Capstone; delivered labs in Unity, Unreal, and Phaser.
- Earned CITL certification in Equity-Minded Mentoring and championed accessibility practices in course materials.
- Shipped four culturally significant mobile games amassing 30 million + downloads and securing 1 million USD in angel funding.
- Optimised asset pipelines to cut load times by 30% and built Unity code-obfuscation tools to mitigate IP theft.
Skills
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Programming Languages: Python, C, C++, C#, Java, JavaScript, TypeScript, SQL, Bash, PowerShell
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Tools & Frameworks: Kubernetes, Docker, Flask, Git, Linux, .NET, HTML5, CSS3, Flutter
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Machine Learning & Data Science: PyTorch, TensorFlow, Keras, Scikit-learn, Matplotlib, Pandas, NumPy, OpenCV, Seaborn
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Game Engines & Development: Unreal Engine, Unity, Phaser.js, GDevelop, Blender, Twine, Construct, OpenGL, DirectX
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Autonomous Vehicle Simulation: CARLA, SUMO, OpenDRIVE, OpenSCENARIO, ApolloAuto, RoadRunner, ROS
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Algorithms & Mathematics: Data Structures, Algorithms, Linear Algebra, Computer Architecture, Computational Geometry, 3D Math, Vectors, Matrices, Quaternions, Physics
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LLM Tools & Frameworks: LangChain, LangGraph, LM Studio, Ollama, Hugging Face Transformers
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DevOps & CI/CD: Jenkins, GitHub Actions
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Databases & Storage: MySQL, PostgreSQL, MongoDB, Redis, SQLite, Firebase
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Miscellaneous: RESTful APIs, GraphQL, Microservices, Agile/Scrum