Projects in Awesome Lists by SebasKHE
A curated list of projects in awesome lists by SebasKHE .
https://github.com/sebaskhe/simple-interest-calculator-webapp
A web app that calculates simple interest based on principal, rate, and time. Built with HTML, CSS, and JavaScript for easy and quick financial calculations.
Last synced: 16 Feb 2026
https://github.com/sebaskhe/league-of-legends-match-outcome-prediction-using-pytorch
This repository implements a logistic regression model using PyTorch to predict the outcomes of matches in the popular MOBA game League of Legends. The dataset used for this project includes match statistics and results, providing a real-world scenario to apply predictive modeling techniques.
Last synced: 04 Oct 2025
https://github.com/sebaskhe/concrete-strength-prediction-with-keras
This repository contains a regression project using a neural network built with Keras to predict the compressive strength of concrete based on its composition and curing time.
Last synced: 19 Jun 2026
https://github.com/sebaskhe/applied-data-science-capstone
This repository contains the final capstone project for my Applied Data Science journey. The goal of this project is to apply all the skills and techniques I have learned to solve a real-world problem using data science methodologies.
Last synced: 11 Jul 2025
https://github.com/sebaskhe/transformers-learning-and-experiments
This repository documents my journey studying Transformers, one of the most impactful architectures in deep learning, particularly for natural language processing (NLP) tasks. These exercises and implementations were inspired by the IBM course notebook on Transformers.
Last synced: 19 Jul 2025
https://github.com/sebaskhe/pizza-or-not-pizza-image-clasification
This is a deep learning model in which a set of food data is used to train a model so that it can predict whether the image provided is a pizza or not. Using transfer learning by leveraging Resnet's pre-trained model.
Last synced: 12 Sep 2025
https://github.com/sebaskhe/rocket-target-challenge-wwith-pygame
A simple yet challenging 2D game made with Pygame. Control a spaceship, shoot bullets, and hit a moving target. With each hit, the target speeds up, testing your precision and reflexes. Miss, and the game restarts! Perfect for practicing game mechanics and Pygame fundamentals.
Last synced: 29 Aug 2025
https://github.com/sebaskhe/fullstack-capstone-project
Capstone project for JavaScript fullstack developer journey
Last synced: 12 Jun 2025
https://github.com/sebaskhe/mushroom-classification-logistic-regression-vs.-deep-neural-network-mlp-
This repository contains a classification project focused on identifying whether a mushroom is edible or poisonous based on its characteristics. The project uses two machine learning approaches: Logistic Regression and a Multi-Layer Perceptron (MLP).
Last synced: 21 Jun 2025
https://github.com/sebaskhe/image-captioning-ai-app
This project aims to build an Artificial Intelligence tool that analyzes images, generates captions, and creates a text index for them. It focuses on providing practical applications for business scenarios requiring the interpretation of visual content.
Last synced: 29 Jun 2026
https://github.com/sebaskhe/weather-prediction-using-machine-learning
This project focuses on predicting weather conditions using machine learning models applied to a climate dataset. The goal is to predict the probability of rain on the following day based on several meteorological factors. We explore and compare the performance of different machine learning models
Last synced: 29 May 2026
https://github.com/sebaskhe/car-fuel-consumption-prediction-using-linear-regression
This project implements a simple linear regression model to predict a car's fuel consumption based on various vehicle features such as engine size, transmission type, and vehicle class. The goal is to predict the combined fuel consumption (in liters per 100 kilometers) for a given car based on the given input features.
Last synced: 07 Sep 2025
https://github.com/sebaskhe/alien-invasion-game-with-pygame
Alien Invasion is a 2D game built with Python and Pygame where you control a spaceship to defend against waves of alien invaders. Featuring progressive difficulty, score tracking, and interactive menus, it's perfect for learning or practicing game development!
Last synced: 06 Jul 2025
https://github.com/sebaskhe/rag-chatbot-with-langchain
This project leverages advanced natural language processing techniques to build a Question-Answering (QA) bot that extracts and answers user queries from PDF documents. Using LangChain and Large Language Models (LLM)
bot langchain llms qa-automation
Last synced: 19 May 2026
https://github.com/sebaskhe/rocket-league-based-2d-game-with-pygame
This project is a 2D game inspired by Rocket League, developed with Pygame. The objective is to control a car to catch a ball falling from a random position at the top of the screen. Each time the player touches the ball with the car, they score points. If the ball hits the ground, the player loses a life.
Last synced: 13 Oct 2025
https://github.com/sebaskhe/llm-chatbot-app
This project involves creating a simple chatbot using Facebook's Blenderbot model, implemented with the Transformers library by Hugging Face.
Last synced: 01 Mar 2026
https://github.com/sebaskhe/data-science-kaggle-competitions
Applying data science for a classification competition in kaggle
Last synced: 21 Apr 2026
https://github.com/sebaskhe/multiclass-classification-with-iris-dataset
This project demonstrates the application of various classification techniques to predict the species of flowers in the Iris dataset. The dataset contains three classes of flowers (Setosa, Versicolor, and Virginica) with four features: sepal length, sepal width, petal length, and petal width.
Last synced: 12 Jun 2026
https://github.com/sebaskhe/real-estate-price-prediction-using-regression-tree
This project uses a decision tree model to predict real estate prices based on various factors such as crime rate, average number of rooms, distance to employment centers, and more. The dataset provides information on different housing attributes, and the model aims to predict the median value of homes in thousands of dollars.
Last synced: 20 Jun 2026
https://github.com/sebaskhe/classification-of-benign-and-malignant-tumors-using-svm
This project implements a binary classification model using the Support Vector Machine (SVM) algorithm to predict whether a tumor is benign or malignant. Based on a medical dataset, the model analyzes specific tumor characteristics to provide accurate and reliable predictions, supporting medical diagnostics.
Last synced: 24 Jun 2026
https://github.com/sebaskhe/image-classification-with-transfer-learning-vgg16
This repository demonstrates how to classify images using transfer learning with the VGG16 pre-trained model in TensorFlow and Keras. Transfer learning allows us to leverage the powerful feature extraction capabilities of VGG16, which has been trained on the ImageNet dataset, and fine-tune it for a custom image classification task.
Last synced: 29 Jun 2026