projects i have done
Here’s an overview of the projects I've worked on, categorized for easier navigation:
Deep Learning Projects
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Neural Network from Scratch
A step-by-step implementation of a neural network from scratch without any deep learning frameworks.
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Visual Transformers from Scratch
An implementation of Vision Transformers (ViT) to explore the applications of transformer models in
computer vision.
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Implementing CNN Architectures
Hands-on coding of popular CNN architectures like ResNet and AlexNet to understand their functionality
and implementation.
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Fake News Classifier using LSTM
Developed a Fake News Classifier using an LSTM-based deep learning model to identify misinformation by
analyzing textual data.
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Crypto Price Prediction using LSTM
Built a deep learning model for Crypto Price Prediction using LSTM networks to predict future
cryptocurrency prices based on historical data and market trends
C++ Projects
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Particle Simulation in C++
Simulates particles that fall due to gravity and bounce when they hit the bottom of the window
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Circle Collisions
A physics-based simulation project that demonstrates the dynamics of colliding circles, using principles
like momentum, velocity, and collision detection.
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Visualising Path Finding Algorithms
An interactive C++ project that brings algorithms like BFS, DFS, A*, Dijkstra, and Greedy Best-First
Search to life, allowing users to watch these algorithms solve mazes and find the shortest path on a
grid in real-time.
Robotics
Football Player Detection
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Football Analysis
A data-driven analysis project using machine learning to predict match outcomes and analyze player
performance.
Machine Learning Projects
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Basic ML Projects
Various beginner-to-intermediate level machine learning projects, focusing on supervised and
unsupervised learning techniques.
Fun Personal Projects
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Luck
Website
Predict your luck based on your birthdate with personalized insights, including your zodiac sign,
lucky number, and fortune!