Projects

For me programming is a tool that I can use to build anything that I can imagine. This has led to many personal projects, and tools that I have built for my own personal convenience, and communities that I am apart of. I have also had the opportunity to merge my coding background with my research to redesign traditional experimental workflows, both through automation and intelligent exploration strategies.

Tools are APIs that I built for personal use, which I built websites around to enable others to interact with. Research are projects stemming from my research redesigning experimental workflows and designing autonomous platforms for high-throughput experimentation.

Tools

Deep Q-Learning based battle simulator for Axis & Allies board game.

Solve linear programming word problems using agentic workflow.

Research

Volume Estimation

Calculate the volume of cubic samples from 2 images.

Pore Extraction

Extract shape and size of pores from SEM image.

Skeleton Extraction

Generate skeleton mesh from surface microstructure.

Generate high-resolution SEM images based on recipe and structural parameters.

OT2 Protocol Generator

Recipe samplers and protocol generators for OT2 liquid handling robot.

Automation

Cyclic Voltammetry Testing

Perform unsupervised characterization of 70 samples per batch (~35 hours).

Compression Testing

Interface UR5 robotic arm and Instron to perform continuous compression characterization.

Work

Enabling the next-generation of materials discovery.

Use NRTL model & PREOS to solve for thermodynamic system conditions.