Contraceptiview

Contraceptiview is an AI-powered groundbreaking project empowering women to make informed decisions about their reproductive health.

Sentiment247

Sentiment247 is an application that detects emotional tone in text data by dictating polarity and determining depression using NLP techniques.

Lendy - Machine Learning-based Loan Application System

Predicts loan defaulters using Random Forest & XGBoost. Integrates AWS services for real-time processing. Improved model performance through data preprocessing & SMOTE. Efficient risk assessment & data-driven decision-making.

Hotel View

HotelView is a web application leveraging sentiment analysis and topic modeling to determine customer satisfaction and dissatisfaction factors based on hotel reviews.

Get Music

Get Music Bot is a twitter bot used to provide audio information of videos on twitter, you can refer to it as the Shazam on twitter. When the bot is mentioned as a reply to a tweet containing a video it performs some ETL process by extracting media into a data lake (s3) and running it through a...

Charty Netflix

Traditional analytics methods fail to provide real-time, interactive, and visually engaging information. This is what I have tried to achieve. Charty Netflix is an Interactive Analytics Dashboard using Netflix shows data, built completely with python and SQL.

Connecting to AWS S3 using Athena and performing data analysis

Connecing AWS S3, and Athena together, query data using SQL and perform exploratory data analysis using python packages pandas and matplotlib all from our jupyter lab.

(Coming soon) E-commerce Search: A series of 3 AI techniques used by e-commerce companies.

In this series of projects, I detail how E-commerce companies apply similarity in their applications using: 1. Text Similarity: utilizing FAISS (Pure NLP) 2. Image Similarity: utilizing DeepImageSearch (Pure Computer Vision) 3. Multimodal Image and Text similarity search: utilizing OpenAI's Clip