A curated mix of robotics, AI, software, manufacturing, and leadership work across industry, research, coursework, and personal projects.
2023–Now
Built automation tools for repetitive CAD workflows and migration tasks, improving engineering efficiency and reducing manual error in production tooling.
VB.NET · Creo · SmartAssembly · SQL
2024
Autonomous drone system that tracks a golf ball in flight for senior golfers using HSV filtering, image-based visual servoing, and PD control on a Jetson Nano.
ROS2 · Python · OpenCV · Jetson Nano · RealSense
2023–2024
Built a data pipeline on high-speed IR videos to quantify melt pool stability and trained machine learning models to predict track quality in laser-directed energy deposition.
Python · scikit-learn · Bayesian search · IR imaging
2024
Built a portfolio assistant that uses a Neo4j knowledge graph and GraphRAG-style retrieval to answer questions about my experience, projects, and skills.
Next.js · Python · Neo4j · OpenRouter
2024
Vision Transformer-based multi-label model for ingredient detection from food images, designed to support recipe-style outputs and downstream reasoning.
PyTorch · ViT · Transformers · Multi-label classification
2022
Contributed to rover autonomy foundations through lidar and IMU integration, sensor bring-up, and early perception work for CIRC and URC competition platforms.
ROS · Python · LiDAR · IMU · Ubuntu
2022–2023
Led structural and manufacturing work for a solar car raced across 3,000+ km in Australia, including mold design, composite layups, and fabrication planning.
Carbon fiber layups · ANSYS · CAD · Composites
2024
Built a web app that turns multi-step character inputs into story blurbs using LLMs and a dialogue-style interface.
Next.js · Flask · Tailwind · OpenRouter API
Ongoing
Personal project that predicts Formula 1 race results using engineered features, recency-weighted inputs, and tuned neural networks.
Python · TensorFlow/Keras · pandas · Keras Tuner
2022–2023
Simulated advanced window configurations and coating combinations to reduce heat loss and improve thermal insulation performance.
THERM · WINDOW · Thermal modelling
2021
Explored an early-stage dynamic glazing concept for thermal regulation through literature review, patent analysis, and CAD concept development.
Literature review · Patent review · Autodesk Fusion
2022
Designed an assistive concept to help powered wheelchair users retrieve dropped objects, from stakeholder interviews to CAD and engineering drawings.
Stakeholder interviews · CAD · Engineering drawings
2021
Designed and analyzed bridge concepts to maximize load capacity through calculations, simulation, and CAD-based iteration.
Structural analysis · Autodesk Fusion · Simulation
2021–2023
Led a curriculum change initiative to bring more sustainability into an engineering design course through research, surveys, and stakeholder collaboration.
Stakeholder interviews · Survey design · Report writing