I'm a dedicated enthusiast of AI and Data Science, currently engrossed in various AI/ML projects. These hands-on experiences have been instrumental in shaping my journey so far. As I continue to work on more projects, my understanding in this field deepens, and my passion grows.
Website Link: https://ds-salary-prediction.streamlit.app/
Predicting the salaries of data scientists using a machine learning model.
Exploratory Data Analysis and Model Training Report are also included in the website.
Webapp also monitors Data Drift.
Used full CI/CD pipeline for deployment (GitHub Actions).
Docker container of this app has been deployed on AWS Elastic Container Service.
Analyzing and classifying news articles into 5 different categories using text classification.
Wrapped the ML model in a Flask API which accepts news articles as POST requests and responds with the predicted category of news.
This API has been deployed on AWS BeanStalk.
3. Movie Colorizer 🎥
This program can fill color in B&W movies and images using deep learning.
Implemented using UNet-based Generative Adversarial Network.
Achived a final SSIM score of 0.873.
See an image of a Pizza🍕 colored using the model:
4. License Plate Detection 🚗🔢
This License plate detector can detect and read license plates, from images as well as live using camera. The object detection is done using YOLOv5 and Optical Character Recognition using 'EasyOCR' python library.
⚡ Checkout my other repositories for more projects...
