Krishna Panthi light_mode dark_mode
Clemson, SC 29631, USA
I'm a MS student in Computer Science at Clemson University. I have a deep passion for problem-solving. Here at Clemson, I've worked in variety of topics including reinforcement learning, time series predictions and diffusion models. Previously I was a software developer at MutualArt. Prior to that I received BE in Computer Engineering from Pulchowk Campus, Tribhuvan University.
Occasionally, I enjoy playing tennis, working out, hiking and making people laugh.
Reach me out at
💼 Experience
- Developed AquaCrop-Richards, a new crop simulation model that integrates the Richards equation into AquaCrop. Implemented a numerical solver for 1-D Richards Equation. It was solved using finite difference method and modified Picard iteration. I also implemented Anderson Acceleration to make it converge in fewer Picard iterations.
- Implemented deep reinforcement learning methods (PPO, DQN, SLBO) to optimize irrigation to obtain maximum profit using the AquaCrop-Richards as the learning environment.
- Contribute to implement HydroQuantum Python library to do quantumm machine learning on hydrology related data. The associated paper has been published to Environment Modeling and Software.
- Took lead to create teaching materials that were presented in WaterSoftHack 2025 workshop.
- Developed internal tools for marketing and sales. The work involved developing web applications and background processes. Also implmented algorithms for matching the users with the appropriate consignments.
- Implemented tools to track emails using pixel tracking.
- Containerized multiple pre-built applications for faster deployment.
- Got experience with multitude of technologies such as AWS, GraphQL, Mixpanel, .NET, Vue.js, Vuetify, etc.
- Involved in development of PensionPro web. Worked as a full stack developer to migrate features from PensionPro desktop application to PensionPro web application.
- Worked to build frontend components with Angular and it's material design framework.
- On the backend side developed API endpoints and optimized stored procedures.