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Manohara-Ai/README.md

Manohara

Typing SVG

About Me

AIML Enthusiast | Competitive Coding | Algorithm Alchemist | Stargazer
Exploring the intersections of Artificial Intelligence, Machine Learning, Cybersecurity, and Astronomy.

  • Academic Background:
    Pursuing a BE in Computer Science Engineering at R V College of Engineering.
    Technical Lead at dhRuVa focusing on technical growth of the astrophysics club.

  • Professional Interests:

    • Artificial Intelligence and Machine Learning: Passionate about developing innovative AI/ML models, reinforcement learning, and deep learning techniques.
    • Competitive Coding: Enjoys problem-solving and coding challenges, continuously improving skills on platforms like Codeforces.
    • Robotics: Interested in building and programming robots, especially those involving Raspberry Pi and autonomous control.
    • Ethical Hacking: Enthusiastic about cybersecurity, penetration testing, and understanding vulnerabilities in systems for ethical hacking purposes.
    • Astronomy: Enthusiastic about star cluster analysis, astrophysics research, and staying updated on the latest astronomical discoveries.

Profile Stats

Visitor Count Hits
GitHub Stats Top Languages

Research & Projects

Repository Name Fav-Meter Description Technologies
Snake-Q-Learning ⭐⭐⭐ An experimental Snake game using a Deep Q-Network agent PyTorch, PyGame
Star_Cluster_Analysis_NGC1300 ⭐⭐⭐ Star Cluster Analysis in nearby Galaxies Astropy, Pandas, Matplotlib
First_Ros_Bot ⭐⭐⭐ My first autonomous ros bot ROS, Gazebo, Python

Future Project Badges

Project Title Description
Generative AI for Authentication Exploring the use of GANs to replace traditional captchas for secure and efficient user authentication methods.
DQN for Pac-Man Game Implementing a DQN to enhance the performance of Pac-Man with a potential multiple agent setup to improve learning efficiency.

📫 Get in Touch

Popular repositories Loading

  1. Star_Cluster_Analysis_NGC1300 Star_Cluster_Analysis_NGC1300 Public

    Star Cluster Analysis in nearby Galaxies

    Jupyter Notebook 8

  2. Hand_Written_Digit_Recognizer Hand_Written_Digit_Recognizer Public

    Building a CNN to identify hand written digits

    Python 4

  3. UV-Vis_and_Excitation_Energy UV-Vis_and_Excitation_Energy Public

    Theoretical UV-Vis and Excitation Spectrum using DFT and TDDFT with PySCF

    Jupyter Notebook 4

  4. Wanna_Be_Akinator Wanna_Be_Akinator Public

    Implementation of Decision Trees with Random Forests to guess user's pokemon

    Python 4

  5. TinyVGG_Inspired_Binary_Classifier TinyVGG_Inspired_Binary_Classifier Public

    This project implements a Convolutional Neural Network (CNN) binary classifier inspired by the TinyVGG architecture.

    Python 4

  6. Models_Architecture Models_Architecture Public

    Model Archive

    Python 4