Welcome! I'm a Research Intern at Robert Bosch Centre for Cyber-Physical Systems@IISc Bengaluru advised by Professor Chiranjib Bhattacharyya working on High Fidelity Image Generation. In general, I am interested in research that lies at the intersection of text and Image/3D Modeling.
In my free time I play football, fiddle around with threejs, solve rubik's cube and do photography.
- Robert Bosch Centre for Cyber-Physical Systems | IISc Bengaluru
Research intern under Professor Chiranjib Bhattacharyya and Vineetha Kondameedi and Sabyasachi Sahoo
- Working on Generative Modeling for Images. Developing an approach to explicitly model high-level and low-level features of images.
- Communication and Signals Lab | IIT, Hyderabad
Research intern under Dr. Aditya Siripuram and Charantej Reddy
- Worked on attacking and generating probable dataset given a black box image classifier using Generative Networks.
- studied the stability of Generative Adversarial Networks and modified the architecture accordingly.
- Autonomous Underwater Vehicle Club | Aligarh Muslim University
Advised by Dr. Saleem Anwar Khan
Developed an Intelligent Agent to facilitate the control, dynamics, and vision of Underwater Vehicle. Also, mapped underwater environment using camera, pressure sensor and IMU.
- 3D Point Cloud Modeling: : PyTorch implementation of Learning Representations and Generative Models for 3D Point Clouds
- Analogy Generation : Built an analogy-based story generation using multi-relational embeddings of entities and relationships.
- Document Analysis using Graph Convolution Networks : Build a global heterogeneous graph for representation of words and documents for 20 Newsgroups dataset to classify documents.
- Documenting Sexism in Amateur Literature : Fine-tuned ULMFiT to predict sexism in amateur writing from subreddit r/WritingPrompts.
- Apery : Implemented Hill Climbing algorithm and transfer learning algoithm to generate artistic images.
- Zero Shot learning and Application : A survey based project to explore resource bound reasoning and learning its applications.