Müller-Brown Potential in PyTorch
Complete PyTorch implementation of the classic Müller-Brown potential energy surface with performance optimizations, …
Projects
My project portfolio showcases comprehensive machine learning engineering work across diverse domains, from government AI and computational chemistry to materials science and bioinformatics. Each project demonstrates systematic problem-solving approaches, rigorous technical implementation, and practical applications that bridge research and real-world impact.
Featured Projects (4)
Rahman's 1964 Liquid Argon Simulation Replication
Complete replication of Aneesur Rahman's foundational 1964 molecular dynamics simulation using modern LAMMPS and Python, …
Mini-Protein Trajectory Generation
GROMACS simulation workflows for generating amino acid dipeptide trajectories across nine different residue types, …
PyConversations: Social Media Conversational Analysis
Undergraduate thesis exploring representation learning for social media text and developing tools for cross-platform …
Completed Projects (6)
Müller-Brown Potential in PyTorch
Complete PyTorch implementation of the classic Müller-Brown potential energy surface with performance optimizations, …
Rahman's 1964 Liquid Argon Simulation Replication
Complete replication of Aneesur Rahman's foundational 1964 molecular dynamics simulation using modern LAMMPS and Python, …
Mini-Protein Trajectory Generation
GROMACS simulation workflows for generating amino acid dipeptide trajectories across nine different residue types, …
Congressional Data Analysis & Classification
Comprehensive data science project that scraped 47,000+ congressional bills, analyzed legislative patterns, and built ML …
PyConversations: Social Media Conversational Analysis
Undergraduate thesis exploring representation learning for social media text and developing tools for cross-platform …
Rubik's Cube Player
A real-time computer vision system that converts Rubik's cube color patterns into musical compositions, generating more …
Statistics
0
Active
6
Completed
4
Domains
6
Total Projects