Co-Founder, 2023
SOFIA, short for Social Omni-Present Bot for Instant Answers, is an advanced social bot that leverages the Retrieval-Augmented Generation (RAG) model to provide instant answers for a wide range of tasks and questions 
NLP course Project, 2023
FAQ chatbot specialized in selling TVs, capable of detecting intents, classifying domains, and extracting slot values (e.g., destination size, company name, etc.)
RL course Project, 2023
Built an RL-based agent that can answer complex multi-hop questions over a knowledge graph. Used the Doubled DQN algorithm to train the agent to learn to predict a sequence of actions to navigate the knowledge graph to find the correct answer
Data Analysis course Project, 2023
This project aims to predict which player will be awarded the Most Valuable Player (MVP) in the NBA for a specific season. The initial phase involves web scraping data from the basketball-reference.com website and loading it into pandas for further analysis
ML course Project, 2023
Developing a system to categorize sound data into different emotion groups. Utilizing clustering algorithms to group similar sounds based on their emotional characteristics
ML course Project, 2023
Implementing machine learning algorithms to develop classifiers for Electroencephalography (EEG) data. Assessing the performance of different classifiers to determine the most effective approach for EEG data classification