Accident Detection and Developing an Alert System Using Deep Learning

Description: Aimed to detect accident from video footage of a cctv-camera. I tried to develop alert system along with gps to inform authorities about the location of the accident. My model was able to detect accident from live camera as well as footage stored in the memory.

    Python Python
    Tensorflow Tensorflow
    Scikitlearn Scikitlearn
    Jupyter notebook Jupyter notebook
    Matplotlib Matplotlib

Pneumonia Detection from X-ray Images with Deep Learning

Description: Built a conventional CNN model to detect pneumonia accurately from chest X-rays. In addition, I also used a pre-trained model VGG-16 to classify whether the chest X-ray is normal or with pneumonia to compare the performance of CNN model.

    Python Python
    Tensorflow Tensorflow
    Scikitlearn Scikitlearn
    Jupyter notebook Jupyter notebook
    Matplotlib Matplotlib

Language Translator using seq2seq Model

Description: Designed for translating French to English. Here after going through several text preprocessing and cleaning I used Encoder-Decoder as the seq2seq model.

    Python Python
    Tensorflow Tensorflow
    Scikitlearn Scikitlearn
    Jupyter notebook Jupyter notebook

Hotel Management System

Description: Designed for an academic project where I used HTML, CSS, Javascript, ASP.NET and SQL Server for taking and maintaining the reservation of a Hotel.

    HTML HTML
    CSS CSS
    Javascript Javascript
    ASP .NET ASP .NET
    SQL SQL

DC Power Supply

Description: Designed a voltage supplier that provides 0-30v with over voltage, under voltage, short circuit protection capabilities and got introduced with different electronics components and PCB design.