Engineering

Backpropagation: The Algorithm That Underpins Neural Networks

Backpropagation enables practically all modern neural network architectures, from CNNs to LLMs, by enabling computationally efficient tuning on training data.

5 Ways Little's Law is Applied to Manufacturing

The F=ma of industrial engineering.

An Intuitive Explanation for Mutual Information Feature Selection

MI is a commonly used feature selection method. But how does it actually calculate the importance of each feature?

Multimodal LLMs for Computer Vision Tasks

An MLLM-powered application for translating, visualizing, and selecting menu items

ML for Predictive Maintenance

Comparison of machine learning models for predictive maintenance in manufacturing

Python for Creating Data Dashboards

Covid-19 Dashboard built and deployed using iPywidgets, Voila and Binders. Based on UK Government data published by Public Health England

Creating and Querying a Database Using Oracle SQL

University project to design a database system for a school library

Startup Hackathon: Gamified Financial Literacy App

Summary I signed up for a startup hackathon where students formed groups of 3-5 to pitch

High Speed Trajectory and Orientation Estimation Using 3D Cameras

A hardware-software system for high-speed tracking and plotting the trajectory of a golf ball in 3D space during putting

Hydraulic PID Controller

Introduction The purpose of this lab was to learn how to create a digital controller for