Projects in Awesome Lists by Kisaa-Fatima
A curated list of projects in awesome lists by Kisaa-Fatima .
https://github.com/kisaa-fatima/your-personal-notes-assistant-
This repository contains a Personal notes based Q/Answer System built with Streamlit, LangChain, ChromaDB, HuggingFace embeddings, and Groq’s LLM. The application enables users to upload notes as PDF documents, extract text, create a vector-based retrieval system, & perform question-answering using LLM-powered retrieval-augmented generation (RAG).
chromadb groq-api huggingface lama3 langchain llms nlp rag streamlit vectordb
Last synced: 04 Apr 2025
https://github.com/kisaa-fatima/arima
This repository contains a project on time series forecasting using the ARIMA (Autoregressive Integrated Moving Average) model. The goal is to predict the sales for the next 12 months based on historical sales data.
arima dataanalysis datascience machine-learning preprocessing python
Last synced: 16 May 2025
https://github.com/kisaa-fatima/data-mining-project
Time series Forecasting Model Web Application This project is a web application for performing time series forecasting using various models. It utilizes Python for the backend and React, D3.js, HTML, and CSS for the frontend.
arima-model prophet-model python sarima
Last synced: 16 May 2025
https://github.com/kisaa-fatima/cryptarthematic-puzzle-
Cryptarithmetic puzzles are intriguing mathematical problems where numbers are represented by letters or symbols. The objective is to decipher the correspondence between these symbols and digits in a way that satisfies a given arithmetic equation.
dfs-algorithm python ucs uniform-cost-search
Last synced: 16 May 2025
https://github.com/kisaa-fatima/bitcoin-daily-price-forecasting-using-time-series-analysis
This project involves exploring, building, and evaluating different time series forecasting models to predict the daily closing prices of Bitcoin. The models compared include Linear Regression, Polynomial Regression, and ARIMA.
analysis arima-model linear-regression machine-learning-algorithms polynomial polynomial-regression preprocessing python
Last synced: 16 May 2025
https://github.com/kisaa-fatima/multi-variant-linear-regression-on-20-days-routine-dataset
This project implements a Multi-Variant Linear Regression model on a self-created dataset of a 20-day routine. The dataset includes multiple independent variables and one dependent variable.
correlation-coefficient evaluation-metrics mse predictive-analysis python rmse
Last synced: 16 May 2025
https://github.com/kisaa-fatima/logistics-shipment-and-resource-allocation-dashbaord-
Using a dataset provided by company. I created Dashboard to highlight what's creative in the dataset.
analysis exploratory-data-analysis python tableau visualization
Last synced: 16 May 2025
https://github.com/kisaa-fatima/near-real-time-data-warehouse-for-metro-pakistan
Designed and implemented a near-real-time data warehouse prototype for METRO Pakistan using Java and Eclipse, leveraging the extended MESHJOIN algorithm for efficient ETL. Developed a star schema for multidimensional data analysis and executed advanced OLAP queries for revenue trends, product affinity, and seasonal sales analysis.
etl-pipeline javascript python sql warehouse-management-system
Last synced: 16 May 2025
https://github.com/kisaa-fatima/database_event-management
The Welcome Party Management System is a comprehensive platform designed for senior students to organize a memorable welcome party for their junior counterparts. The system not only streamlines the event planning process but also caters to the involvement of teachers who can attend with their children.
css eerd html mysql nodejs rdbms
Last synced: 16 May 2025
https://github.com/kisaa-fatima/data-visualization
Its all about creating visualizations from big data using extensive library that is D3.js. My objective is to create a dashboard for graph layout from scratch using d3.js. The purpose of this is to train myself to be able to create custom layouts as per my own choice. The dashboard should enable users to upload a file containing an adjacency matrix
acyclic-graphs chord-diagram cyclic-graphs d3js html iciclegraph ui visualization
Last synced: 16 May 2025
https://github.com/kisaa-fatima/data-visualization-with-tableauleu
Conducted Exploratory Data Analysis (EDA) on the Berkeley Earth Dataset (large scale dataset), which features high-resolution land and ocean time series data. Created interactive dashboards using Tableau to effectively visualize and highlight trends and patterns within the data.
data-analysis data-science exploratory-data-analysis insights python tableau visualizations
Last synced: 16 May 2025
https://github.com/kisaa-fatima/amazon-products-webscraping
This repository contains a Selenium-based web scraper designed to extract detailed product information from Amazon. The scraper can navigate through 10 different categories and extract information from up to 1000 products per category, capturing details such as product name, price, description, colors, reviews, and images.
concurrentprogramming geckodriver iprotation selenium-python selenium-webdriver useragents webscraping
Last synced: 16 May 2025
https://github.com/kisaa-fatima/amazon-fashion-products-data-processing-and-database-schema
Contains work on preprocessing, cleaning, and storing Amazon fashion product data in a MySQL database. The project builds on data collected in a previous assignment, focusing on ensuring data quality, handling image data, and designing a normalized database schema.
cleaning-data datahandling imagehandler mysql preprocessing
Last synced: 16 May 2025
https://github.com/kisaa-fatima/object-detection-using-yolo-v8
From this project I gained practical experience in AI, computer vision, and GUI development, while also understanding the importance of automation in retail processes.
computer-vision gui numpy opencv-python pil roboflow tkinter yolov8
Last synced: 16 May 2025
https://github.com/kisaa-fatima/mern-my-journal-application
Using MERN, I created an application which is "ScribleMe". It is a journal based application where you can upload your journal if you are a user else you have to log in.
bycrypt context-api datefns expressjs jsonwebtoken mongodb multer nodejs react rich-text-editor
Last synced: 16 May 2025
https://github.com/kisaa-fatima/genetic-algorithm-implementation-for-intrusion-detection-using-unsw-nb15-dataset
The motivation behind this project is to explore the effectiveness of genetic algorithms in classifying network intrusions. By leveraging the UNSW-NB15 dataset and implementing GA, we aim to enhance intrusion detection systems.
crossover data-science fitness-function genetic-algorithm mutation optimization parallelization testing-data training
Last synced: 16 May 2025
https://github.com/kisaa-fatima/codesoft
I have solved 3 tasks in PYTHON language. I have coded a simple calculator, rock paper scissor game and random password generator.
Last synced: 16 May 2025
https://github.com/kisaa-fatima/foreground-segmentation-using-kmeans-face-recognization-using-knn
Implement a basic version of the interactive image cut-out/segmentation approach called Lazy Snapping. The program uses K-Means Clustering to segment images into foreground and background based on user-provided seed pixels.
face-recognition foreground-segmentation kmeans-clustering knn-classification matplotlib numpy opencv2 pil
Last synced: 16 May 2025
https://github.com/kisaa-fatima/personal-notes-assistant
About This repository contains a Personal notes based Q/Answer System built with Streamlit, LangChain, ChromaDB, HuggingFace embeddings, and Groq’s LLM. The application enables users to upload notes as PDF documents, extract text, create a vector-based retrieval system, & perform question-answering using LLM-powered retrieval-augmented generation (
chromadb groq-api lama3 langchain llm nlp rag streamlit vector-database
Last synced: 20 Feb 2025