Homayoun S.'s repositories
Customer_Support_System
A machine learning-powered customer support system that automate responses to common queries, prioritize urgent issues, and escalate complex queries to human agents.
Homayounsr.github.io
Personal Portfolio
GPT-Chatbot-for-a-restaurant-with-Flask-and-RAG
In this project, I built a chatbot to answer customer simple inquiries about restaurants, such as displaying the food menu and contact, and providing information about the number of available tables for reservation.
Classification-Model-for-Speech-Emotions
In this project, I used the RAVDESS dataset with eight emotions, each at two intensities. I built a model extracting five features from speech signals to classify emotions, providing valuable insights.
Prediction-model-for-NYC-Housing-Listings
The objective of this project was to predicting housing prices for New York City. To achieve this goal, I performed web scraping to collect a dataset of 17,000 records from realtor.com, covering all cities in the state of New York. Employing transfer learning, I utilized a model trained on 10,000 records to further train a model using 2,000 records
Sentiment-Classification-using-IMDB-reviews
For this project, I aimed to perform sentiment analysis on IMDB movie reviews. My dataset consisted of over 36,000 reviews, each accompanied by movie ratings ranging from 0 to 10. The primary objective was to construct a machine learning model capable of categorizing reviews into three sentiment classes: negative, neutral, and positive.
Housing-price-prediction-using-linear-regression
In this project I built a linear regression algorithm from scratch to predict the price of the houses based on different features
Coffee-Bean-Sales-Analysis
In this project, I analyzed Coffee Bean Sales using Python, employing libraries such as pandas, matplotlib
Interactive_dashboard_using_streamlit_and_python
In this project, I have built an interactive dashboard for a supermarket dataset using streamlit framework
flight-delay
In this project, I analyzed flight delays using Python, and I leveraged libraries such as pandas, matplotlib, and seaborn.
IMDB-web-scraping-using-Python
python-review-scraping-imdb-movie-site-with-BeautifulSoup
predict-housing-price-using-linear-regression-and-sklearn
Predict house price with linear regression