Research
Enhancing Usability and Reliability in Digital Payment Platforms: Overcoming the Adoption Challenges
Kathmandu University
Taylor & Francis
May 2023
Accepted
Peer‑to‑Peer Offline Payment Protocol for Mobile Devices
Kathmandu University
TBD
May 2023
Under Work
Baghchal: An Augmented Q‑Learning Approach to Turn‑Based Heterogeneous Multi‑Agent Systems
Kathmandu University
TBD
May 2023
Under Review
Projects
Aarya Pay
An Offline Peer-To-Peer Payment Protocol
- Seamless transitions between offline and online transactions
- Cryptographically secure payment and instant validation
- QR based payment with payload compaction
- Robust client side caching and syncronization mechanism
- Multi-stage CI/CD pipeline for automated testing and deployment
Norma
A Reinforcement Learning Model for Baghchal
- Trained a deep reinforcement learning agent to play the game of Baghchal.
- Implemented the agent using the Proximal Policy Optimization algorithm.
- Developed the agent using the PyTorch library.
Sikshyalaya
An Online Learning Platform for Web and Mobile
- Easy exchange of educational materials through resource sharing features.
- Assignment submission and grading system for efficient evaluation of students.
- Real-time communication and collaboration through live class chatroom.
- Secure passwordless authentication through QR codes.