shivaniNK8

Augmented-Reality-Cpp

Augmented Reality system for real-time rendering of 3D objects in video feed with marker detection and camera calibration in C++

Class-Activation-Map-CAM-and-Grad-CAM

Class Activation Map (CAM and Grad-CAM) Analysis of fine-tuned CNNs with transfer learning for Pokemon classification task to understand the features learned by deep CNN

machine-learning-tasks

Projects with regression, clustering, EDA, association rule mining for various datasets

News-Article-Text-Summarizer-Transformer

Extractive and Abstractive text summarization of news articles with T5 (Text-To-Text Transfer Transformer) and text ranking algorithms

NLP

Repository for NLP tasks with Word2vec, Glove, Fasttext embeddings, RNN, LSTM, BiLSTM, Attention using NLTK, Gensim, Keras, Huggingface

Spotify-Mood-Playlist-With-Clustering

Mood playlist generation related to input song using clustering on music attributes of songs, Streamlit and Docker

SQL-Server-Adventure-Works

Basic to Complex SQL Server queries with Adventure Works database including window functions, triggers, string manipulation, user-defined functions, CTE, recursive CTE, DML and DDL

shivaniNK8/SQL-Server-Adventure-Works

Basic to Complex SQL Server queries with Adventure Works database including window functions, triggers, string manipulation, user-defined functions, CTE, recursive CTE, DML and DDL

shivaniNK8/News-Article-Text-Summarizer-Transformer

Extractive and Abstractive text summarization of news articles with T5 (Text-To-Text Transfer Transformer) and text ranking algorithms

shivaniNK8/NLP

Repository for NLP tasks with Word2vec, Glove, Fasttext embeddings, RNN, LSTM, BiLSTM, Attention using NLTK, Gensim, Keras, Huggingface

shivaniNK8/Spotify-Mood-Playlist-With-Clustering

Mood playlist generation related to input song using clustering on music attributes of songs, Streamlit and Docker

shivaniNK8/Augmented-Reality-Cpp

Augmented Reality system for real-time rendering of 3D objects in video feed with marker detection and camera calibration in C++

shivaniNK8/Class-Activation-Map-CAM-and-Grad-CAM

Class Activation Map (CAM and Grad-CAM) Analysis of fine-tuned CNNs with transfer learning for Pokemon classification task to understand the features learned by deep CNN

shivaniNK8/machine-learning-tasks

Projects with regression, clustering, EDA, association rule mining for various datasets

shivaniNK8/Autonomous-Driving

shivaniNK8/Data-Wrangling-Analytics-with-R

Repository for FDA course of MSDAE

shivaniNK8/Delivery_Optimization_TSP_Reinforcement_Learning

Implemented Q-Learning and SARSA Reinforcement Learning agents for a 500-stop delivery optimization

shivaniNK8/GAN-Anime

shivaniNK8/Heart_Disease_Prediction

Classification models for predicting heart disease using Kaggle dataset

shivaniNK8/MatchHandwrittenDocuments

Generates similarity score between 0 and 1 for given handwritten documents using simple convolutional neural networks.

shivaniNK8/Meal_Prep_Delivery_Database

DBMS project using SQL Server to maintain a recipe and grocery store ingredients availability database, along with delivery partner details to deliver on-demand ingredients to users of a meal prep and cooking app

shivaniNK8/OpenCV-Python-Beginner-Tutorial-Notebook

A beginner tutorial notebook on opencv python.

shivaniNK8/R-Shiny-Dashboard-For-World-Statistics

R Shiny Dashboard that provides a global snapshot of social, economic, environmental world indicators, statistics and issues, with animated and interactive Plotly/ggplot charts.

shivaniNK8/Taxi-Service

A mini taxi service application.

shivaniNK8/Yelp-Restaurant-Recommendation-System