sssingh
I am a Data Scientist, a seasoned Business Analyst, a blogger, a music buff, and a super cool dad 😎
Singapore
Pinned Repositories
bike-share-users-prediction
A multi-layer-perceptron (MLP) or an artificial neural network (NN) from scratch using only NumPy to forecast the number of customers a bike share shop might anticipate on a certain day.
fashion-mnist-classification
A neural network based classifier build using PyTorch to categorize clothing photos from the Fashion MNIST dataset.
human-resource-data-analysis-streamlit
A HR dashboard built on Streamlit that analyzes raw data to gain knowledge about how well organizational policies affect staff promotions and layoffs as well as employee behaviors like attrition and job satisfaction.
landmark-classification-tagging
An app for classifying/tagging a given image of a famous landmark using CNN
mnist-digit-generation-gan
A Generative Adversarial Network (GAN) trained on the MNIST dataset, capable of creating fake but realistic looking MNIST digit images that appear to be drawn from the original dataset.
nlp-text-paraphraser-gpt
This App demonstrates the text-paraphrasing NLP functionality.
pharmaceutical-sales-analysis-powerbi
A PowerBI dashboard to analyze raw sales data from a multinational pharmaceutical manufacturing company and get insights into the performance of the sales team, customers, and distributors.
pic-to-story
A Large Language Model (LLM) Based App to Generate Stories from Pictures
sales-customer-product-analysis-powerbi
A PowerBI dashboard to explore the raw sales data for an online retailer of bicycles and bicycle components in order to obtain insights into its sales performance, customers, and products.
tv-script-generation-rnn
An RNN-based Neural Network that uses PyTorch to learn from a specified book or TV/film script and then generate text that appears to have come from the source
sssingh's Repositories
sssingh/mnist-digit-generation-gan
A Generative Adversarial Network (GAN) trained on the MNIST dataset, capable of creating fake but realistic looking MNIST digit images that appear to be drawn from the original dataset.
sssingh/human-resource-data-analysis-streamlit
A HR dashboard built on Streamlit that analyzes raw data to gain knowledge about how well organizational policies affect staff promotions and layoffs as well as employee behaviors like attrition and job satisfaction.
sssingh/pharmaceutical-sales-analysis-powerbi
A PowerBI dashboard to analyze raw sales data from a multinational pharmaceutical manufacturing company and get insights into the performance of the sales team, customers, and distributors.
sssingh/pic-to-story
A Large Language Model (LLM) Based App to Generate Stories from Pictures
sssingh/fashion-mnist-classification
A neural network based classifier build using PyTorch to categorize clothing photos from the Fashion MNIST dataset.
sssingh/landmark-classification-tagging
An app for classifying/tagging a given image of a famous landmark using CNN
sssingh/sales-customer-product-analysis-powerbi
A PowerBI dashboard to explore the raw sales data for an online retailer of bicycles and bicycle components in order to obtain insights into its sales performance, customers, and products.
sssingh/bike-share-users-prediction
A multi-layer-perceptron (MLP) or an artificial neural network (NN) from scratch using only NumPy to forecast the number of customers a bike share shop might anticipate on a certain day.
sssingh/credit-card-fraud-detection
Build, train and compare performances of multiple binary classification machine learning model techniques to detect credit card fraudulent transactions.
sssingh/face-mask-detection
A comparative study and evaluation of face-mask detecting image classification models utilizing various deep-learning, shallow-learning, and hybrid methodologies.
sssingh/hand-written-digit-classification
A Neural Network based classifier, build using PyTorch, to categorize hand-written digits (0-9) images from the MNIST dataset.
sssingh/nlp-text-paraphraser-gpt
This App demonstrates the text-paraphrasing NLP functionality.
sssingh/svhn-and-celebrity-image-generation-dcgan
A DC-GAN-based Generative Neural Network trained on the Street View House Numbers (SVHN) and Large Scale CelebFaces Attributes (CelebA) datasets. The network learns to generate fake street-house-number images and celebrity-face images for the respective datasets, giving the impression that they were taken directly from the real datasets.
sssingh/tv-script-generation-rnn
An RNN-based Neural Network that uses PyTorch to learn from a specified book or TV/film script and then generate text that appears to have come from the source
sssingh/django-blog
A simple blog application using Django, HTML and tailwindcss
sssingh/first-contributions
🚀✨ Help beginners to contribute to open source projects
sssingh/guruzee
An app where Math Meets Marvel with AI Wizardry for Primary School Prowess! 🧙♂📚✨
sssingh/movie-recommender
A Natural Language Processing (NLP) based a movie recommender app
sssingh/ninja-api-fun
A fun App demonstrating API use cases
sssingh/nlp_ner_summarization_classification
This app demonstrate NLP techniques used in real-world use cases, such as NER & POS , Text Summarization and Text Classification
sssingh/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
sssingh/sssingh
Config files for my GitHub profile.
sssingh/streamlit
Streamlit — A faster way to build and share data apps.
sssingh/streamlit-perf-demo
Simple App to Demonstrate Streamlit Performance with Large dataset
sssingh/tweet-sentiment-classification
Text classifiers based on Naïve Bayes and Logistic Regression classification algorithms to process raw tweets and determine whether they carry a positive or negative sentiment.