manishkolla
I am a Senior at Georgia State University, majoring in Computer Science and certification in Data Science
Evidence-Based Cybersecurity Research Group (EBCS)Atlanta
Pinned Repositories
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's Repositories
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