Welcome to my portfolio page! This is the perfect place to get a glimpse of my latest work and to learn more about me. Take a look around and don't hesitate to get in touch if you'd like to collaborate or have any questions.
Despite strides in diversity, global employment discrimination persists. Unconscious biases infiltrate job descriptions; words like ‘dominant’ deter women, while ‘collaborative’ dissuades men. In this project with Omdena Toronto, Canada Chapter, Our goal is to employ NLP for creating an AI tool to counter bias in job descriptions.
This project with Omdena Toronto, Canada Chapter is designed to provide precise and timely information for Canadian immigration applicants, simplifying the process and paving the way for their dreams. SmartGuide is not just a chatbot, but an intricate blend of advanced Natural Language Processing (NLP), machine learning algorithms, and data analysis.
The main goal of this project is to improve accessibility for the visually impaired individuals by providing a comprehensive understanding of image content through generated captions. To achieve this, the project utilizes deep learning techniques like LSTM and CNN, as well as embeddings for text representation.
This project aims to present an approach for utilizing NLP techniques to extract features from the text data and determine the most accurate algorithm for predicting the subreddit based on the content of the post.
The objective of this project is to develop an accurate music genre classification model that can handle large-scale datasets and generalize well to new, unseen songs. This will involve exploring various machine learning algorithms, delivering a high-performing model fo music recommendation system.
This project involves building a reliable regression model to predict home prices in Ames, Iowa and providing insights for home buyers and sellers based on identifying the key features.
Thanks for visiting my portfolio! If you're interested in learning more about me or my projects, please visit my LinkedIn and GitHub profiles. And if you have any questions or just want to chat, feel free to reach out to me by Email.