Aditi Krishna's repositories
nlp-sentiment-analysis-on-stock-news-and-price-monitoring
WebApp to bring together Text Summarization and Sentiment Analysis of the stock related news to better understand the stock price trends.
product-recommendation-based-on-market-basket-analysis-and-rfm-analysis
Web App for Product Recommendation based on Market Basket Analysis and Customer Segmentation using RFM Analysis
snowflake-tutorials
This repository provides various demos/examples of using Snowpark for Python. Please navigate to each of the subfolders to learn more about a specific demo/example.
AED_assignments
INFO 5100 Assignments @ Northeastern University
analysis-and-estimation-of-global-energy-consumption
Analysis and prediction of global energy consumption using fossil and renewable resources for the next 10 years.
Big-Data-Systems-Assignment-1
Processing Storm data from SEVIR dataset in Google Big Query and visualizing insights on Google Data Studio.
Big-Data-Systems-Assignment-2
SEVIR data Nowcast Analysis for Federal Aviation Administration usecase.
customer-segmentation-and-profiling
Unsupervised clustering of a retail store's customer database to perform Customer Segmentation and Profiling.
devops-tools-tutorial-labs
Tutorials for DevOps tools such as Google Codelabs, Apache Airflow, Streamlit, FastAPI, Great Expectations, etc.
hotel-database-management-systems
Designed and implemented a relational database using SQL to build a unified system for hotel businesses to enable reservation management of rooms, restaurants, and events.
Lake-Effect-Snow-Prediction
Hybrid model combining 3D-CNN and LSTM networks to predict snow over Lake Michigan
webapp-for-visual-search-on-deepfashion-dataset
Enabling visual search using Elasticsearch to perform lookup for similar images, given a reference image.
comic-books-using-python
Comic book (in Python) on Mowgli: Legend of the Jungle, using PIL, Pandas, Numpy
data-science-interview-question-bank
Data science interview questions and answers
data-science-practice
Practicing Data Science concepts in Python
data-validation-using-great-expectations-and-xsv-querying
XSV queries on Amazon Musical Instruments Review and Great-Expectations library for Data Validation
Host-nowcast-API
Hosting Nowcast FastAPI using Streamlit and Heroku.
krishna-aditi.github.io
Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.
LangChain_Apps
LangChain usecases
Nowcast-API-using-FastAPI
SEVIR Nowcast API using FastAPI web-framework.
revenue-generated-by-customers-snowflake
Prediction Customer Spend Problem with Retail Transaction Dataset.
rfm-analysis-and-ab-testing-streamlit
RFM Analysis on SuperStore Dataset and A/B Testing on Smart Ads Dataset
sanfrancisco-airbnb-price-prediction
We aim to build the best Airbnb Price Prediction model using linear regression, ridge regression, linear support vector regressors, k-nearest neighbours, and random forests. We also perform hyperparameter tuning to attain the best results for the models fit for our usecase. The performance of each of these models are evaluated and compared.
Sevir-Lambda-APIs
SEVIR Lambda functions for Summarization and Named-Entity Recognition. Deployed on AWS ECR.
stock-price-prediction
Stock price prediction using random forest regression model in Python.