Research
Enhancing Usability and Reliability in Digital Payment Platforms: Overcoming the Adoption Challenges
Taylor & Francis
Apr 2025
Published
Peer-to-Peer Offline Payment Protocol for Mobile Devices
TBD
May 2023
Under Work
Projects
League of Legends Worlds Simulator
Interactive Bracket Simulator
- Built and launched a Worlds bracket simulator with 25,000+ unique users and significant adoption within the esports community.
- Featured and shared by top League of Legends community personalities, contributing to widespread organic reach and user growth.
- Designed a fast, intuitive simulation experience used by analysts, creators, and fans to explore tournament outcomes.
- Built a performant frontend within Vercel's free-tier limits, optimizing load times and bandwidth usage.
AaryaPay
An Offline Peer-To-Peer Payment Protocol
- Played a pivotal role in the development and refinement of an Offline Peer-to-Peer Trust-Less Payment Protocol, elevating its performance and reliability.
- Made substantial contributions to the architecture and execution of the protocol's Backend, overseeing key elements including authorization tokens, 2FA tokens, and API endpoints.
- Led the design and implementation of the Frontend for the Proof-of-Concept application, prioritizing resilience and effectiveness in its design.
Norma
A Reinforcement Learning Model for Baghchal
- Developed a Reinforcement Learning Model for an asymmetric heterogeneous multi-agent game - Baghchal, achieving positive win rates over human play.
- Created and implemented a user-friendly web application, providing options for offline, online multiplayer, and AI model-based gameplay experiences.
- Collaborated on the development of an assistive min-max agent to enhance the training process for reinforcement agents, contributing to improved gameplay outcomes.
Sikshyalaya
An Online Learning Platform for Web and Mobile
- Led the development for an online learning platform intended to complement traditional classroom settings, accessible via web and mobile applications.
- Designed and developed the UI for a web platform, led the team to integrate it with the Python backend and services like SMTP and FileServer.