Software Intern at Boston Cell Standards
Improved medical image-analysis pipelines for detecting cancer staining in biopsy samples, integrating a StarDist neural-network detector into three production services at Boston Cell Standards. Accelerated image analysis 1.4× and built a slide-confidence scoring and auto-analysis feature spanning ML, database, API, and UI.
Data Science Intern at NeuroAgent AI
Built data pipelines, analytics, and machine learning workflows for eye tracking technology at NeuroAgent AI.
Data Science Intern at Codomax
Extended a codon analysis software to analyze mRNA stability, secondary structure, and higher order levels of codon usage at Codomax; also conducted various cell culture wet lab experiments including colony PCR, mini-prep, and maxi-prep procedures. Developed bioinformatics algorithms integrating mRNA secondary structure analysis with experimental stress codon data from CHO and Pichia cell culture studies; implemented an ML-driven protein expression analysis system and interactive web interfaces to optimize recombinant protein expression through data-driven codon engineering.
Junior Academy Counselor
Worked with a STEM teacher to provide free engineering lessons to middle school students as a part of a STEM summer camp (Mass Academy's Junior Academy).
Computer Quest Counselor
Created and taught lessons on CAD and cyphers to middle school students as a part of a computer science summer camp.
