Selected Work
Projects
A selection of projects spanning AI, cloud systems, and software engineering.
A market-replay paper-trading simulator for testing strategies against historical data. Supports manual and algorithmic trading, configurable replay speed and date ranges, multi-symbol charts, a Python strategy editor, orders, risk controls, and performance analytics.
An Operating Systems answer-script evaluator using a fine-tuned LLaMA 2 model, handwriting recognition, and retrieval-augmented generation to ground grading in textbook content. Deployed with AWS SageMaker and Lambda; the project is described in the IEEE CSITSS 2024 publication.
A lightweight NAS for IPv6-only servers, using WireGuard to securely connect IPv4-only clients and Samba for private file sharing. Designed to run on low-spec and older hardware.
Built a remotely controlled delivery prototype combining a small car and robotic arm. A NodeMCU connected the hardware to the Blynk platform for control over the internet. OpenCV image processing was integrated with a dynamic inventory and tracking system. The prototype explores technology that could contribute to future last-mile delivery automation.
A full-stack commerce platform with authentication, product and inventory management, shopping cart, checkout, and an admin dashboard. Integrates LLaMA Vision for product recognition and AI-assisted search.
A vehicle-health and predictive-maintenance project that uses TabNet to estimate fault risk from sensor data, with an LLM generating human-readable explanations and recommendations.