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Spectrophotometric analysis and verification of Beer’s Law
Abstract: We designed, built, and utilized an LED-based photometer to measure the absorbance of food dyes and validate Beer’s Law [1]....
Chaitanya Singh
9 min read


Slide Game
Made a Player vs Player slide game in which the first player to get a certain amount of squares in a straight line wins. Used the...
Chaitanya Singh
1 min read


Elevation Map Analysis
Developed software to analyze the elevation of a section of the Earth’s surface Employed the use of (nested) lists and (nested) loops...
Chaitanya Singh
1 min read


Toronto Neighborhoods: Hypertension-Income Analysis
Conducted statistical analysis on the relationship between Hypertension and income in Toronto neighborhoods. Leveraged CSV files, and...
Chaitanya Singh
1 min read


Ontario Bridges/Highway Manager
Developed software to explore and process bridges and highways in Ontario to simulate how inspectors get assigned to bridges. Designed...
Chaitanya Singh
1 min read


OpenFlights software
Created software to explore and analyze airport and flight data using the OpenFlights platform. Utilized CSV files and employed...
Chaitanya Singh
1 min read


Turtle graphics engine implementation
Implemented a fully functional turtle graphics engine. The project involved creating a linked list of commands to control a virtual pen's...
Chaitanya Singh
1 min read


Quadtree Image Analysis Tool
Implemented a Quadtree-inspired image analysis tool using Binary Search Trees (BSTs) to break down images into hierarchical regions of...
Chaitanya Singh
1 min read


Graffit
Developed a mock social media platform named GRAFFIT, which simulates the functionality of popular platforms like Facebook, Twitter, and...
Chaitanya Singh
1 min read


Relief Grid
A Real‑Time Resource Management App for Disaster Response At UofT NewHacks 2024 we faced a familiar but critical challenge: how to keep...
Chaitanya Singh
3 min read


Fungi Classification
Introduction We’re tackling the problem of automatic fungi species identification from images. Fungal specimens display huge visual...
Chaitanya Singh
2 min read


Commodity Price Prediction
Data Loading and Cleanup We began with a seven‑column CSV tracking daily tomato prices by market, unit, and min/Max values. Since our...
Chaitanya Singh
2 min read


Stock price prediction
Data Import and Preparation We started by loading Microsoft’s daily closing prices, converting the date strings into real datetime...
Chaitanya Singh
2 min read


House Price Prediction
Generating Predictions on the Test Set With our linear regression model fitted to the training data, we now use it to predict median...
Chaitanya Singh
2 min read


Handwritten digit classification (DL)
Introduction In this tutorial we build a convolutional neural network that learns to recognize handwritten digits from a custom image...
Chaitanya Singh
2 min read


Quantum‑Enhanced Image Classification on Fashion‑MNIST with TensorFlow‑Quantum and Cirq
In this project we build a hybrid quantum‑classical model that learns to tell sandals apart from ankle boots. We rely on...
Chaitanya Singh
3 min read


Gas‑Like Particle Collisions and Brownian Motion
In this demonstration we model many small particles bouncing and colliding inside a square box, alongside a single larger, heavier...
Chaitanya Singh
2 min read


Three‑Body Gravitational Dance: A Visual Exploration in Python
In this demonstration you’ll see three masses interact under Newtonian gravity in real time. By tweaking initial positions, velocities...
Chaitanya Singh
2 min read


Quantum Maze Solver with Scattering Quantum Walk
This script implements a discrete quantum walk on a maze represented as a grid of walls and paths. It uses a scattering walk model with...
Chaitanya Singh
3 min read


Quantum Fashion-MNIST
In this project, we build a simple hybrid quantum-classical classifier to tell apart two similar items: sandals vs ankle boots from the...
Chaitanya Singh
3 min read
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