TO EXPLORE AND TRY SOME OF THE SIDE PROJECTS THAT I WORKED ON.
Why bother with Projects?
The most effective way to sharpen programming and development skills is through side projects, which also serve as one of the finest means to showcase those skills. Additionally, side projects offer developers an exceptional opportunity to enhance their abilities and stay updated with the evolving trends in the IT industry. Ultimately, great projects distinguish good developers from the truly exceptional ones.
Categories
Medical Papers Skimming (a.k.a SkimLit or PubMed)
Replicate a Natural Language Processing (NLP) model using TensorFlow to classify research abstracts into smaller, more understandable pieces to help researchers skim through literatures.
Python Programming Language, Machine Learning, Deep Learning, TensorFlow, Natural Language Processing, and others...
Bitcoin price prediction
Bitcoin and cryptocurrencies in general tend to be relatively unpredictable. This notebook replicates state-of-the-art time-series-forecasting models to attempt to predict bitcoin prices.
Python Programming Language, Machine Learning, Deep Learning, TensorFlow, Time Forcasting, and others...
Food Vision 101
Create a deep learning computer vision model to identify over 100 different types of food, with a total of 101,000 images (75,750 training images and 25,250 testing images).
Python Programming Language, Machine Learning, Deep Learning, TensorFlow, Computer Vision, and others...
Dog Vision
Create a computer vision neural network to build an image classification model capable of predicting over 100 different dog breeds.
Python Programming Language, Machine Learning, Deep Learning, TensorFlow, Computer Vision, and others...
Fresh and Rotten Fruits Classification
Create a model to recognize fresh and rotten fruits. There are 6 categories of fruits: fresh apples, fresh oranges, fresh bananas, rotten apples, rotten oranges, and rotten bananas.
Python Programming Language, Machine Learning, Deep Learning, TensorFlow, Computer Vision, and others...
Disaster Tweets
Given Tweets, the model(s) shall detect emergencies/disasters and predicts which Tweets are about real disasters and which one’s aren’t.
Python Programming Language, Machine Learning, Deep Learning, TensorFlow, Natural Language Processing, and others...
BullDozer Price Prediction
Build a regression model using machine learning that is based on the bulldozer's previous sales history to determine how much it is worth.
Python Programming Language, Machine Learning, Time Forcasting, and others...
Heart Disease Detection
Using advanced Machine learning techniques to create a classification model to determine whether a patient has heart disease or not, based on their health parameters and heart measurements.
Python Programming Language, Machine Learning, and others...
Password Checker
Develop a secure way to verify if a password has been compromised in a data breach. This tool can be used to identify passwords that need to be updated.
Python Programming Language, and others...
HackerNews Scraper
Scrape data from HackerNews and present only the most important articles to read on a given day.
Python Programming Language, and others...
Jobs Board
A simple platform where businesses can create and post their open job positions. Each job listing has its dedicated page displaying essential details such as job title, company, salary, and description. Business owners can conveniently log in to the admin panel to create new job listings.
Python Programming Language, Web Development, Django, and others...
TripTrak
A custom travel app that allows users to comprehensively track all of their vacations and travels. The project features a marketing-style homepage as well as an application dashboard, plus the ability for users to create and edit their trips with photos!
Python Programming Language, Web Development, Django, and others...
Linktree Clone
A link-in-bio tool like Linktree allows you to create a webpage with all your links in one place. You'll be able to create, edit, and delete links and create a landing page that displays all your links to share with the world!
Python Programming Language, Web Development, Django, and others...
Bitly Clone
A link shortener and tracking tool like Bitly, where you can create shorter URLs for any webpage and also track how many clicks each gets. Users will be able to add new links directly from the application.
Python Programming Language, Web Development, Django, and others...
Contact Me
Ready to get started? I'm always looking for new opportunities to collaborate. Please don't hesitate to contact me if you have any questions or if you'd like to discuss working together. I look forward to hearing from you!