Automated Power Line Fault Detection (Ongoing)
A currently ongoing research and development project centered on detecting and identifying power line faults using machine learning models trained on UAV imagery. The work involves careful academic research, model training and comparison, and testing performance under real-world conditions.
AI-Powered Security Drone
A practical implementation using a Tello drone equipped with a YOLO-based model to detect people in restricted areas. The system was designed to act as a security drone, alerting personnel whenever a human presence was identified in monitored zones.
Text-Based Adventure Game
A story-driven adventure game built in Python with a state-tracking system that keeps record of items the player collects and updates the narrative depending on the player’s inventory and choices.
Connect-4 Predictive Model
A project aiming to predict the optimal next move from board states using supervised learning. Multiple models were trained and compared, experimenting with feature engineering to maximize prediction accuracy.
LLM Recipe Generator
A simple tool that generates recipe ideas using a pretrained large language model. It takes user input, formats it into structured prompts, and returns complete recipes and variations.
Infographic Website
A multi-page website presenting well-organized information about Quaker parrots, designed to practice layout structure, readability, and user-friendly navigation.