🙋♂️ Welcome to my profile, my name is Harsha Basavaraj Beth!
🎯 I'm interested in collaborating in AI, deep learning, web development, and more!
🚀 Proficient in Java, C++, Python, HTML/CSS, Javascript, Next.js and Tailwind CSS
📩 You may reach me at: [email protected]
✨ Connect with me:
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Adversarial Evasion Attack and Defense on AI systems Python · ART · Tensorflow · Matplotlib
Evasion Attacks (FGSM) made on a Convolutional Neural Network utilizing the Adversarial Robustness Toolbox (ART). This project aims to address the vulnerabilities of our AI systems and their defense. -
DCGAN Generating Handwritten Digits Python · Tensorflow · Matplotlib · Numpy
A GAN model built to generate realistic images of handwritten digits, leveraging the adversarial process between a generator and a discriminator to refine the quality produced. -
RNN Model - Stocks/Assets Forecast Python · Tensorflow · Scikit-learn · Matplotlib · Numpy · Pandas
An RNN model developed to analyze sequential data patterns over time and accurately predict trends of stocks and assets. Thereby, potentially reducing financial risks through enhanced predictions. -
CNN Model: Vehicle Type Detection Python · Tensorflow · Matplotlib · Numpy · Pandas
Vehicles on authorized roads can be stopped or promoted using this CNN model. It accurately analyses the features of the vehicles and determines the type. -
CNN Model: Cats/Dogs Discriminator Python · Tensorflow · Matplotlib · Numpy · Pandas
Has the ability to differentiate between cats and dogs based on its analysis of the image features. -
ML: Classification - AI powered assistant Python · Scikit-learn · Matplotlib · Pandas
With the help of the Machine Learning model, it can predict the number of rooms attainable based on the users' preferences and constraints. -
ML: Regression - Price Prediciton Python · Scikit-learn · Matplotlib · Numpy · Pandas
A Machine Learning model tasked to determine the price of real estate properties based on location, size, average prices, and more. The ML model has the potential to assist individuals and collectives in financial decisions. -
Movie Reviews Sentiment Analysis Python · NLTK · Pandas · OpenAI API · Tkinter GUI
A model that analyses textual features to predict the emotion of the user from their comments, furthermore, a rating is given to the comment from 1 to 5 (1 meaning dissatisfied and 5 meaning happy).
- DCGAN Generating Handwritten Digits Python · Tensorflow · Matplotlib · Numpy
- RNN Model - Stocks/Assets Forecast Python · Tensorflow · Scikit-learn · Matplotlib · Numpy · Pandas
- CNN Model: Vehicle Type Detection Python · Tensorflow · Matplotlib · Numpy · Pandas
- CNN Model: Cats/Dogs Discriminator Python · Tensorflow · Matplotlib · Numpy · Pandas
- ML: Classification - AI powered assistant Python · Scikit-learn · Matplotlib · Pandas
- ML: Regression - Price Prediciton Python · Scikit-learn · Matplotlib · Numpy · Pandas
- Movie Reviews Sentiment Analysis, using Python's NLP libraries nltk and pandas, openAI API, and Tkinter GUI
- MIPS Datapath Simulator, using Java, Object-Oriented Programming, and GUI
- Restaurant Website, using React and tailwind CSS (mobile responsive)
- Rock-Paper-Scissors Game, using HTML, CSS, Javascript (mobile responsive)
- Netflix Movie List, using C++, created utilizing a linked list data structure
- Vending Machine, using Java and Object-Oriented Programming
- Hangman Game, using Python
- Cows and Bulls Game, using Python
- Height Conversion, using Python and tkinter library for GUI
- School Dashboard System, using Java
- Hangman Game, using Java
- Simple Calculator, using Java