manishkolla

Airline-Data-Analysis

Analyzing airports and days of week with maximum and least number of arrival/departure delays

B-Tree-Implementation-and-Automated-Data-Insertion

Complete functional BTree with efficient data insertion/searching/removal with real time data manipulations

Basic-Calculator

Career-Swipe

CareerSwipe

ClassScheduler

This application simplifies class scheduling for Georgia State University students. It uses a user-friendly interface to create draft schedules based on past coursework, preferences, and course availability. This streamlines registration by eliminating manual scheduling conflicts, saving students valuable time.

Currency-Converter

Data-Structures

Algorithms related to searching, sorting and Stacks, Queues, hashmaps, trees, and graphs

GenAI_University_Chatbot

Imagine a website where users can skip complex navigation and get instant answers with just a question. This project explores how a Corrective-Retrieval-Augmented Generation (CRAG) chatbot reduces server load and network congestion by streamlining interactions-enhancing both efficiency and user experience in a way traditional navigation can't.

Movie-Genre-Recognition-from-Posters

CNN-based method for movie genre classification from posters, with data pre-processing (one-hot encoding, missing values, imbalance, resizing). Performance compared to LeNet, AlexNet, VGG, ResNet-50, Logistic Regression, and Random Forest.

Zillow-Home-Value-Prediction

To address the impact of rising house prices on the economy, we built a machine learning model resistant to market trends. We experimented with Random Forest and Linear Regression models, employing sophisticated imputation methods like median state price replacement, KNN imputation, and forward/backward filling to minimize errors.

manishkolla/GenAI_University_Chatbot

Imagine a website where users can skip complex navigation and get instant answers with just a question. This project explores how a Corrective-Retrieval-Augmented Generation (CRAG) chatbot reduces server load and network congestion by streamlining interactions-enhancing both efficiency and user experience in a way traditional navigation can't.

manishkolla/Airline-Data-Analysis

Analyzing airports and days of week with maximum and least number of arrival/departure delays

manishkolla/B-Tree-Implementation-and-Automated-Data-Insertion

Complete functional BTree with efficient data insertion/searching/removal with real time data manipulations

manishkolla/Career-Swipe

CareerSwipe

manishkolla/ClassScheduler

This application simplifies class scheduling for Georgia State University students. It uses a user-friendly interface to create draft schedules based on past coursework, preferences, and course availability. This streamlines registration by eliminating manual scheduling conflicts, saving students valuable time.

manishkolla/Movie-Genre-Recognition-from-Posters

CNN-based method for movie genre classification from posters, with data pre-processing (one-hot encoding, missing values, imbalance, resizing). Performance compared to LeNet, AlexNet, VGG, ResNet-50, Logistic Regression, and Random Forest.

manishkolla/Zillow-Home-Value-Prediction

To address the impact of rising house prices on the economy, we built a machine learning model resistant to market trends. We experimented with Random Forest and Linear Regression models, employing sophisticated imputation methods like median state price replacement, KNN imputation, and forward/backward filling to minimize errors.

manishkolla/Basic-Calculator

manishkolla/Currency-Converter

manishkolla/Data-Structures

Algorithms related to searching, sorting and Stacks, Queues, hashmaps, trees, and graphs

manishkolla/DSCI-1302-Using-Python-Libraries-

Cleaning, organizing, and analyzing large data sets and obtaining desired output using Python Libraries

manishkolla/Hangman-Game

manishkolla/manishkolla

Config files for my GitHub profile.

manishkolla/Python_Web_Scraping

Retrieving data from various websites using libraries like Selenium, BeautifulSoup, and Requests

manishkolla/MATLAB

A repository for all the MATLAB fundamentals code

manishkolla/Multi-Threaded-Web-Crawler

This project is a multi-threaded web crawler implemented in Java that efficiently explores websites using Jsoup for HTML parsing and ExecutorService for concurrent URL processing. It supports depth control, manages crawled URLs, and ensures that the crawler can resume from a previous state using a persistent state file.

manishkolla/Premier-League-Scraper

This scraper scrapes for all the specified teams and their statistics.

manishkolla/Spudos

Safety and speed at the palm of your hands

manishkolla/Yahoo-Finance-Scraper

This scraper scraped for all the mentioned companies for their stock open, close, daily high, low values along with the Adj close and volume traded that day