projects

wine quality prediction

Predicts wine quality based on chemical properties using machine learning algorithms such as random forests and decision trees. Automates the wine grading process.

view on github

gbm option pricing

Simulates asset prices using the Geometric Brownian Motion model and compares results with the Black-Scholes model for pricing financial options.

view on github

advanced monitoring and optimization for silicon solar cells w/ ai and iot

Using IoT sensors and AI to monitor and optimize silicon solar cells in real time. Data on voltage, current, temperature, and irradiance dynamically adjusts panel settings to maximize efficiency.

under construction