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Hi there, Nandini here 👋🏼

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I am a senior at Guru Gobind Singh Indraprastha University, New Delhi, pursuing a Bachelor of Technology in Artificial Intelligence & Data Science, who is passionate about Data 📊, Pythonic programming 🐍, and open source :octocat:. I love to learn and contribute in any and every possible way.

  • 📭 Data are just summaries of thousands of stories—tell a few of those stories to help make the data meaningful.
  • 💬 Volunteer for the education of underrepresented and underpreviliged, because Education is very powerful.
  • 😄 Talk to me about : Artificial Intelligence | Data Science | Machine Learning | Data Analytics
  • 👾 Fun fact: Everything that has been or could be written/said already exists in the Library of Babel

SKILLS

Programming: C, C++, Python, R, SQL, OOPs, Data Structure and Algorithm.

Data Science: Data Analysis, Supervised Learning, Unsupervised Learning, Neural Networks and Deep Learning, Data Visualization, Natural Language Processing, Text Analysis, Sentiment Analysis, Mathematics (Probability, Applied Statistics, Linear Algebra).

Libraries: NumPy, Pandas, Scikit-Learn, Seaborn, Matplotlib, TensorFlow, Keras, Snscrape.

Visualization Tools: Tableau, Power BI

Web Development: HTML, CSS.

Tools: Git, Google Colab, Excel, MS PowerPoint, POSTMAN.

Nandini Singh's Projects

autism_detection_using_machine_learning icon autism_detection_using_machine_learning

This is a binary classification problem related with Autistic Spectrum Disorder (ASD) screening in Adults. Given some attributes of a person, the model can predict whether the person would have a possibility to get ASD using different Supervised Learning Techniques.

canvasai icon canvasai

CanvasAI is a simple and fun computer vision project that allows you to draw in the air using hand gestures. Built with OpenCV and machine learning using Mediapipe, this project detects and tracks hand landmarks to create an interactive canvas.

fitbit_case_study icon fitbit_case_study

Bellabeat is a high-tech manufacturer of health-focused products for women.Urška Sršen, cofounder and Chief Creative Officer of Bellabeat, believes that analyzing smart device fitness data could help unlock new growth opportunities for the company.In this case study we will identify potential opportunities for growth and recommendations for the improvement of devices based on trends in their usage. The data set used for this analysis is : FitBit Fitness Tracker Data (CC0: Public Domain, dataset made available through Mobius).

genai_guide icon genai_guide

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

heartattack_prediction icon heartattack_prediction

Heart Attack Prediction based on various risk factors such as age, sex, chest pain, blood pressure, cholesterol levels, blood sugar level, and other medical conditions.

image_classification icon image_classification

This project demonstrates the process of building a deep Convolutional Neural Network (CNN) image classifier using Python and TensorFlow.

loremipsum icon loremipsum

A website to integrate volunteers to teach underprivileged and poor people

mindwave icon mindwave

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.

ml_algos icon ml_algos

This repository contains implementations of various machine learning algorithms in Python. Feel free to utilize the code in your own projects, experiments, and learning endeavors.

netflix_movies_tvshows_analytics icon netflix_movies_tvshows_analytics

An exploratory data analysis project that visualizes Netflix movies and TV shows to uncover trends in content type, ratings, release years, genres, and country-wise production.

sign-language-recognition icon sign-language-recognition

This project is developed with the aim of utilizing computer vision techniques to achieve real-time and highly accurate Sign Language Recognition (SLR).

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