Hello, I’m Shreyas!
Hello! I have shifted to a new webpage! I am an Undergraduate pursuing Electronics and Biology at BITS Pilani, Goa. I am intrigued by the application of Artificial Intelligence in health, biological systems and their impact in society. Currently, I am exploring deep learning with a focus on Computer Vision and perception. I am also a part of the Society for Artificial Intelligence and Deep Learning(SAiDL) where I actively contribute to open-source projects. In my leisure, I read books(mostly non-fiction), play chess or basketball. If any of these topics interests you, feel free to contact me!
Research Interests
Projects
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Hospital Routing Problem using ACO algorithm
Worked on finding the optimal path from a source to an end point using Multi Ant Colony System for Vehicle Routing Problem using Time Windows and Ant Colony Optimization algorithms. Implemented the algorithms to deliver all the patients to closest hospitals for each time step. -
Compact Transformers-Paper implementation
Implemented the paper 'Escaping The Big Data Paradigm With Compact Transformers' by Ali Hassani et al. which uses convolutions for tokenizing the input. Experimented further by using MLP-mixer and using different positional embeddings -
Tracking Autonomous Vehicles Using Vehicle Re-identification
Used Semantics-guided Part Attention Network to track vehicles on nuScenes Autonomous Dataset by re-identifying the vehicle from one camera view to another camera view which can be applied in sequential images or videos.
Experience
Research Intern
•Part of team at Visual Learning and Intelligence Lab(VIGIL) working on Vehicle re-identification problem.
Supervisor: Dr. C Krishna MohanData Science Intern
•Measured engagement of students by analysing their data on Virtual Learning Environment(VLE)
•Predicted risk of students dropping out based on various paramters and features
Supervisor: Dr. Ashutosh BhatiaStudent Researcher
•Understood methodologies and algorithms to solve Hospital Routing Problem using Vehicle Routing Problem with Time Windows - Ant Colony System and Graph Theory.
Supervisor: Dr. Sumit BiswasUpdates
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Instructor for introduction to Machine Learning
I will be one the instructors for the course "Introduction to Machine Learning" starting from November. Check out the handout to know more! -
Accepted for 5th summer school on AI
This summer school is organized by CVIT, IIIT Hyderabad, from Aug 2- Aug 31, 2021 with a focus on Computer Vison and Machine Learning presented by top researchers in this field. -
Accepted for summer school on Computational Neuroscience
This summer school is organized by Neuromatch Academy, from July 5-23, 2021 with people attending from all around the world. Message me on any of my socials to know about the course!