Sid1279

Arduino-labs

Arduino labs and schematics for various circuits incorporating a variety of elements including sensors, displays, motors and integrated circuits. Built as part of the TEJ4M0 course.

CarCognize-MLOps

Car Model Classifier built using PyTorch, deployed via AWS SageMaker 🚗 💨

Data-Analytics

Projects completed as part of my venture into Machine Learning.

LEGO-GAN

Generative Adversarial Networks (GANs) to trained to generate images of LEGO minifigures. Techniques adapted from the following research paper: https://arxiv.org/pdf/1511.06434.pdf

LEGO-Website

A web-based catalogue app that allows users to search through 100k+ LEGO sets, minifigures & parts; integrated register & sign-in page; chat with GPT-3 feature.

MLP-CIFAR2

Multilayer Perceptron (MLP) Neural Network model designed from scratch. Includes: linear transform, ReLU activation, and sigmoid cross-entropy loss layers.

MNIST-CNN

An image classification app using a convolutional neural network to classify handwritten digits from the MNIST dataset. Trains, tests and deploys the model onto a SageMaker endpoint with a custom inference script.

PCB-design-schematics

Schematics for various circuits designed using Fritzing as part of the TEJ4M0 course.

Residential-CAD-models

Detailed SketchUp models of a Duplex, Cottage, Train Station and City Scape, designed as part of the TDJ4M0 course.

Sid1279

SumoBot

A fully autonomous, competitive robot that pushes other robots out of a ring, using ultrasonic sensors, infrared sensors and 3D printed a custom bumper to optimize performance.

Wall-E

A fully autonomous garbage collecting robot (Wall-E), designed as part of ECE198 at UWaterloo.

Weather-App

A web-based react app that fetches data from the OpenWeatherMap API given a city & country user input. Added dark mode feature that displays backgrounds based on current weather.