harshraj1301 Goto Github PK

airbnb---chicago-superhost-prediction

Forecasted Airbnb 'Super host' status in Chicago with an 84% accuracy using Logistic Regression and assessed potential returns on investment employing the Herfindahl Index for strategic investment insights

automated-web-scraping-of-dynamic-content-with-selenium

This project focuses on using Selenium for web scraping to handle dynamic content that is loaded via JavaScript

crypocurrency-predictive-model-using-lstm---portfolio-optimization

Developed a Bidirectional LSTM model for predicting next day closing prices with a MAPE of 19% and built a dynamic portfolio optimization algorithm incorporating profit-taking and stop-loss strategies

database-management-for-kazanchi-holdings

To create a robust, centralized, and secure platform for data management and analysis

deep-learning-applications-for-image-classification

This project examines various machine learning models for classifying text (restaurant and movie reviews) and images (CIFAR-10 dataset)

generating-text-using-lstm

Developed an LSTM model to generate text, mimicking the style of Nietzsche's writings

harshraj1301

llm-ai-generative-text-prediction

Leveraged BERT to distinguish AI generated from human written texts in a Kaggle competition, using datasets from Mistral AI (to train the model)

meijer---real-estate-predictive-model

Developed a predictive real estate model leveraging XG Boost Regressor, integrating web-scraped market data with existing datasets to forecast daily store visits, achieving a MAPE of 13.3%, enabling strategic retail location decisions

ncaa-crossroads-classic-analytics-challenge

Predicted consumer activity type for the NCAA Women’s Basketball Tournament

optimizing-flight-connectivity-through-graph--machine-learning---linear-programming-algorithms

Developed predictive model to forecast flight delays, clustered airports to enhance efficiency, and used Dijkstra’s algorithm for shortest flight paths, leading to fuel savings. Optimized intra-state connectivity with Kruskal's algorithm and created a linear programming model that minimized delay penalties.

optmizing-craigslist-product-category-classification

Optimized Craigslist's classification system by creating an algorithm combining LSTM and Random Forest for Text and Image Classification respectively

pharma-kol-identification

Developed an advanced scoring and network model using Bayesian analysis to identify Key Opinion Leaders (KOLs) for a neurology product launch

project-manager-pov---measure-the-impact-of-covid19-on-airbnb

Analyze the impact of COVID-19 on Airbnb bookings in Chicago and Boston, focusing on changes in traveler preferences, occupancy rates, and revenue

web-data-analytics---gap-project-files

Predicting Consumer Tastes using Web Data Analysis for Gap Inc.