Here are some of my recent projects:
A captivating mobile game designed for word game enthusiasts: an enhanced version of the classic Boggle game. This app allows players to choose from diverse board configurations, unlock intricate themes, and select their preferred game time limit. After each game, players are presented with all potential words, along with their definitions. The use of a trie data structure ensures efficient and precise word searches.
Technologies Used: React Native, Express.js, Node.js, Firebase, and AWS.
A predictive machine learning model was developed to accurately forecast business ratings, aimed at providing valuable insights into how geolocation affects business ratings in California. This model analyzes business categories and geolocation data to predict ratings, helping users understand potential business performance in various locales. It features an in-depth analytical report that explains the dataset used, the algorithm selection process, and the techniques employed for parameter tuning and result validation to ensure optimal accuracy.
Technologies used: Python, NumPy, scikit-learn, pandas, and statsmodels.
PopcornPal is an advanced movie recommendation engine built using a Retrieval-Augmented Generation (RAG) approach. It integrates the power of OpenAI's GPT API to process user queries and summarize results, along with the TMDB API to fetch real-time movie data. This project demonstrates the synergy between AI and modern web technologies to enhance user-centric movie discovery.
Technologies used: Next.js, TailwindCSS, DaisyUI, Express.js, and Node.js.
An interactive web application that showcases statistics for both current and former NBA players. It includes features such as the ability to add favorite players, compare players, generate random players, and view a detailed player profile. It also features user authentication and the ability to follow other users, make posts, and earn virtual coins. For demo account, Username: demo Password: demo1234
Technologies used: React.js, Express.js, Node.js, and MongoDB
