Hello, I'm Pranay Meshram
Student Researcher
I'm Pranay, a pre-final year undergraduate in Data Science and Engineering at IISER Bhopal. I am passionate about Computer Vision, Visual Place Recognition, and World Models, and keen to explore their role in control and scene understanding.
I recently contributed to COMBAT (Conditional World Models for Behavioral Agent Training), accepted at the ICCV 2025 Workshop, where I worked on training VAEs for world modelling. Currently, I am a Research Intern at IIT Roorkee, developing novel methods for Visual Place Recognition and building large-scale synthetic datasets.
Feel free to reach out for collaborations, discussions, or just a chat!
Professional Experience
Project Intern | VITAL Lab
Indian Institute of Technology, Roorkee
Roorkee, India
- Developing novel methods for Visual Place Recognition (VPR) and image geolocalization under Dr.Gaurav Kumar Nayak
- Literature Review of existing VPR & Geolocalization techniques and datasets.
- Implementing baseline models for performance evaluation.
Research Intern
MuSiC Lab, IISER Bhopal
IISER Bhopal, India
- Implemented Vision Language Models for segmentation tasks.
- Utilized Coco-stuff dataset for training the CAT-Seg(Cost Aggregation for Open-Vocabulary Semantic Segmentation) Model with Siglip-2 encoder for segmentation through Vision Language Model
- Literature review of most recent A* conference papers in Open Vocabulary Segmentation