I am a machine learning enthusiast with a strong academic background and a passion for building innovative solutions. I have a deep understanding of NLP, Generative AI, and Computer Vision, and I'm always looking for new ways to apply these technologies to real-world problems. I'm always looking for new and exciting AI projects to work on, so if you have a challenge for me, please don't hesitate to reach out. If you're interested in working with me on a machine learning project, or if you'd just like to chat, please feel free to contact me!
Python
Tensorflow
PyTorch
Scikit Learn
OpenCV
Flask
Unity
Git
Heroku
Google Cloud Platform
Paper Re-implementation
COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings
A paper reimplementation on detecting covid 19 based on cough samples of several patients. By analyzing various cough samples and extracting audio features like MFCCs, Spectrograms and kurtosis, and training a CNN classifier to learn to detect the presence of covid 19. Even implemented SMOTE to augment the least covid positive audio samples. This project was largely implemented using torchaudio, PyTorch.
Castle in the Sky
A vision-based method for video sky replacement and harmonization, which can automatically generate realistic and dramatic sky backgrounds in videos with controllable styles. Different from previous sky editing methods that either focus on static photos or require inertial measurement units integrated in smartphones on shooting videos, our method is purely vision-based, without any requirements on the capturing devices, and can be well applied to either online or offline processing scenarios.
This project can be run with streamlit. Instructions are given in the repository!
Hand Pose Classification
Not any classification algorithm like the name says. This uses a hand pose estimation algorithm in the backend. Highly helpful for the people to interpret sign languages to interpret hand signs of dumb people.
Face mask detection
This project on face mask detection detects if a person is wearing a mask primarily in public places or not. Since in a pandemic time like this, this project can become one of many solutions in order to maintain safety among people.
