I enjoy the mathematical side of machine learning, so I spend most of my time building models and systems that (hopefully) work well. Since raw Jupyter notebooks aren’t exactly the most exciting thing to look at (even for me), I picked up some web development to let people see the models in action.
I've built a few projects; you're welcome to check them out. And if you're curious, some of my experiments are available in the notebooks below as well.
In my free time, I enjoy astronomy and astrophysics, always a nice change of scale. If you have an interesting project or research idea, feel free to reach out.
| Platform | Profile |
|---|---|
 |
 |
 |
 |
 |
 |
 |
|
 |
 |
| Project Title | Description | Live | Repo |
|---|---|---|---|
| Leetcode Company-Wise Tracker | A platform to track coding progress across companies with problem links and progress-tracking features. |
| Project Title | Description | Link |
|---|---|---|
| Facial Emotion Recognition with CK+ (Pixel Matrices) | 88% accuracy on CK+ dataset using pixel matrix representations. | |
| Facial Emotion Recognition with CK+ (Image-Based) | 96.4% accuracy on CK+ using custom CNN on facial images. | |
| Dialogue Summarization | Summarized SAMSUM and DialogSUM conversations with BART. | |
| Sentiment Analysis | 93% test accuracy on Twitter and Reddit comments using RoBERTa. | |
| Cyberbullying Detection | 99% accuracy on 100k comment dataset using XLNet. | |
| Noise Removal with Deblurring GANs | GAN-based deblurring pipeline for face restoration from noisy images. | |
