Consulting Services

I offer scientific consulting services and provide computational solutions to difficult scientific and engineering problems. I am active in the area of machine learning, energy storage systems, and computational chemistry. I assist my clientele, ranging from independent inventors to startup companies, in developing and evaluating their proprietary technologies through computer simulations.

I am open to all areas of science and engineering. Some of my technical accomplishments include:

Modeled energy storage devices such as fuel cells, electrolyzers, and lithium-ion batteries using Python software stack (PyBAMM/PyBOP) and finite element analysis (COMSOL)
Built computational drug discovery pipeline integrating protein structure loading, molecular docking, and ADMET analysis using AlphaFold, RDKit, RCSB API, OpenMM, and DiffDock
Delivered physics-based machine learning solutions for applications ranging from sensor technologies to fraud detection

Conflict of Interest Disclosure

I am currently a paid consultant for Vivamed, Branca Industries, and HEDI.

Client Portfolio

Some examples of projects I’ve worked on (released with client’s consent):

Stability of Planets

Optimized stability of cohorts of planets, orbiting around the sun with the same radius. Simulations done using REBOUND and Bayesian Optimization in scikit-optimize.