I'm a curious person interested in machine learning and robotics. I’ve worked on various projects and research in areas like:
- AI automation
- Multi-modal systems
- Recommendation models
I’m also skilled in web development with React and Django, which helps me build platforms to showcase my work.
Feel free to reach out if you want to collaborate on a project or research. And if you're into astronomy, we can have fun chats about the mysteries of the universe!
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| Project Title | Description | Live Link | Repo Link |
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| Scribble | NLP-powered writing tool using fine-tuned models for generating summaries and text enhancements. | ||
| ThreadMind | Comment analysis tool for analyzing and categorizing social media comments. | ||
| 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) | Developed and evaluated multiple machine learning models on the CK+ dataset for facial emotion recognition using pixel matrix representations. | |
| Facial Emotion Recognition with CK+ (Image-Based) | Achieved 96.46% accuracy in facial emotion recognition using a custom-developed Convolutional Neural Network (CNN) model. | |
| Dialogue Summarization | Fine-tuned BART on SAMSUM and DialogSUM datasets to generate concise summaries of chat conversations. | |
| Sentiment Analysis | Fine-tuned RoBERTa on Twitter and Reddit comments, achieving 93% test accuracy in sentiment classification. | |
| Cyberbullying Detection | Fine-tuned XLNet on 100k comments for cyberbullying detection, achieving 99% accuracy and precision. | |
| Noise Removal with Deblurring GANs | Designed a pipeline for face detection and noise removal using advanced GAN-based deblurring techniques. | |
