Projects

Technical work, research systems, strategy tools, and experiments.

International Research Olympiad

Research Education

Co-founded the International Research Olympiad — the world's first olympiad-style competition dedicated solely to scientific research, building a global community of young researchers across 89+ countries.

Curriculum designCompetition operationsNonprofit leadership

TCGA Gene-Combination Survival Analysis

Completed

Computational Biology

Analyzed survival associations across cancer transcriptomic datasets to compare single-gene and combinatorial gene-expression signatures across endpoints.

PythonRTCGACox regressionKaplan-Meier

SPCC Oil Storage Compliance

Completed

Healthcare Strategy

Developed Spill Prevention, Control, and Countermeasure (SPCC) compliance documentation and operational workflows for oil storage facilities under EPA regulatory requirements.

EPA SPCC regulationsCompliance documentationSite assessment

Vision-Correcting Display

Prototype

Product / Engineering

A computational display project exploring image pre-compensation for visual correction without requiring corrective lenses.

PythonOpenCVNumPyDisplay hardware

Crosstalk Between Drought-Induced ROS Regulation and Resistance to Xanthomonas oryzae in Rice

Completed

Computational Biology

Investigated how drought-induced reactive oxygen species (ROS) regulation interacts with resistance to Xanthomonas oryzae infection in rice — exploring the crosstalk between abiotic stress and pathogen defense.

Plant pathologyMolecular biologyData analysis

CHOFormer

In Progress

Computational Biology

A transformer-based codon optimization experiment for CHO expression systems, exploring sequence design, host-specific codon preference, and model-guided expression optimization.

PythonPyTorchTransformersBiopython