Ruby Poddar's repositories
python-projects
Explore Python projects spanning ML models, bioinformatics tools, tkinter GUIs, and data analysis utilities. These projects showcase Python’s versatility in advancing data insights and solving complex challenges in computational biology and software development.
Titanic-Survival-Prediction
This repository contains a data science project that predicts survival outcomes for passengers aboard the Titanic. The project utilizes machine learning techniques, including data preprocessing, feature engineering, model training, and evaluation. It is implemented in using Numpy, pandas, Matplotlib scikit-learn, matplotlib, and seaborn libraries.
Dr-StrangeHandFx-
Dr StrangeHandFx uses OpenCV and MediaPipe to detect hands and overlay a mystical Dr. Strange-inspired shield. The shield follows hand movements and transitions into a particle effect when the hand is lowered, creating a magical visual experience. Customizable and ideal for real-time hand tracking and augmented reality applications.
microsoft-phi3-language-model
Explore the power of Microsoft Phi-3 language model with this repository, featuring a versatile natural language processing tool. Leverage advanced text generation, summarization, and AI-driven creativity directly from the Phi-3 model. Dive into cutting-edge language capabilities for your projects.
coffe-EDA
The Coffee EDA project focuses on exploring and analyzing data related to coffee consumption, production, and market trends. This project leverages various data visualization and statistical analysis techniques to uncover insights and patterns within the coffee industry.
HappinessScoreVisualizer
visualizing and analyzing global happiness scores using data visualization techniques and statistical tests.
MagicHandFX-
MagicHandFX is real-time hand gesture recognition project using OpenCV and MediaPipe. It detects hand gestures via webcam and overlays magical effects on detected gestures. The project enhances the user experience with responsive animations, featuring various magical effects based on different hand gestures, providing an engaging visual display.
Ruby-Poddar
Explore sleek UI components for web projects: interactive modals and a responsive Swiper carousel, designed to elevate engagement and aesthetics.
Hand-Gesture-Recognition-using-MediaPipe-and-OpenCV
This repository contains Python scripts for real-time hand gesture recognition using the MediaPipe library and OpenCV. It detects hand landmarks, recognizes gestures such as "Thumbs Up" and "Thumbs Down," and displays the results on the webcam feed.
Matrix-Rain
Matrix Rain is a visual simulation inspired by the digital rain effect from the movie "The Matrix". It creates a mesmerizing display of falling characters, simulating the appearance of code cascading down the screen.
Real-Time-Dog-Filter-Using-OpenCV
This project uses OpenCV and a pre-trained Haar Cascade classifier to detect faces in real-time from a webcam feed. Upon detecting a face, it overlays a dog filter on each detected face. The dog filter includes handling of transparency, ensuring it blends seamlessly with the background.
Employee-Management-System-
Employee Management System built using Python, Tkinter, and SQLite3. Manage employee information effortlessly through an intuitive interface and a robust database. Features include easy data entry, efficient data management, and quick search and update functionality.
Explore-Solar-System-
"Explore Solar System Explorer" is a web app providing interactive descriptions of the planets in our solar system. Users can learn key facts about Mercury, Venus, Earth, Mars, Jupiter, Saturn, Uranus, Neptune, and Pluto through engaging content and visuals. This project fosters curiosity and knowledge about our celestial neighborhood.
GitHub-User-Data-Fetcher
GitHub User Data Fetcher: A tool that extracts and analyzes comprehensive data from GitHub user profiles, including repositories, followers, and activity metrics, to provide actionable insights for recruiters, project managers, and developers.
VMLS-Data-Science
This repository contains materials related to linear algebra and data analysis, covering fundamental concepts such as vectors, linear functions, norms, distances, and clustering.
instagramClone
To differentiate the Instagram Clone App and provide users with unique experiences not typically found in other social media apps, I propose the following innovative features:
canva-drawing
https://rubypoddar.github.io/canva-drawing/
DeepFace-Recognition
DeepFace Recognition project repository. This project utilizes advanced computer vision techniques and deep learning models to perform accurate face detection, emotion analysis, and facial recognition tasks