Research & Engineering Projects

Project Overview Leading the development of PhenoRob Digital Agricultural Avatar project website and crop modeling tools integration.

Key Features:

• Interactive documentation for agricultural modeling tools
• Integration interface for multiple crop models
• Educational content delivery platform
• Project website: PhenoRob DAA

Particle-in-Cell Plasma Simulations (2010-2012)

• Developed parallel computing simulations using FORTRAN and MPI
• Published in Physics of Plasmas
• Utilized Alabama Supercomputer for computations

Maxwell-Bloch Equations Solver (2015-2016)

• Implemented quantum state simulations
• Developed Fortran codes for excitonic resonances
• Applied rotated wave approximation techniques

Root Electrical Modeling (2016-2020)

• Created MATLAB software for plant root imaging
• Automated field-scale simulations using Python
• Published in Vadose Zone Journal

Soil Moisture Prediction

• Implemented LSTM and Random Forest models
• Created popular Kaggle notebooks
• Integrated satellite data with field measurements

Achievements

• Kaggle Master (Top 2%, Rank 649/322,985)
• 10 Silver & 10 Bronze Medals

Custom GPT Development

• Built specialized GPTs for agricultural applications
• Developing AI tools for crop modeling

Project Overview Developed a collision avoidance system using 8051 microcontroller during B.E. final year.

Key Achievements:

• Programmed using Assembly language and HDL Verilog
• Implemented sensor integration and control systems
• Successfully demonstrated in real-world scenarios