Mengyao Zhao
Contract AI Expert Contributor at Snorkel AI
Brookline, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolMengyao Zhao is a software algorithm leader and staff computational biologist with 15 years of hands-on experience designing high-performance genomic pipelines and production-grade diagnostic software. At Pillar Biosciences she spearheaded a rewrite and modularization of PiVAT that cut runtime nearly in half and reduced memory use by orders of magnitude, and maintains the widely used SIMD Smith-Waterman (SSW) library adopted by industry projects including Illumina and Google. Her background spans diagnostic FDA filings, machine learning–driven QC and classification improvements at Foundation Medicine, and large‑scale genomic data engineering at Harvard and Sanger, reflecting a rare mix of algorithmic depth, systems optimization in C/C++/Python, and regulated product delivery. She combines PhD-level bioinformatics expertise with proven team leadership and a track record of turning computational innovations into robust, production-ready tools.
15 years of coding experience
5 years of employment as a software developer
Master of Science (MSc) Genomics and Pathway Biology, Master of Science (MSc) Genomics and Pathway Biology at The University of EdinburghBachelor of Science (BSc) Computer Science, Bachelor of Science (BSc) Computer Science at Beijing Normal UniversityDoctor of Philosophy (PhD) Bioinformatics, Doctor of Philosophy (PhD) Bioinformatics at Boston College
English, Chinese
Github Skills (13)
python7
testing7
hla7
bioinformatics6
nomenclature6
viterbi6
cpp3
protein-structure3
structural-biology3
sequence-alignment3
ftp3
simd2
eigen1
Programming languages (3)
Github contributions (5)
mengyao/PHMM-SNP-INDEL-caller
Jun 2011 - Nov 2014
Contributions:234 commits, 2 pushes, 2 comments in 3 years 6 months
DReichLab/cTools
Nov 2014 - Nov 2015
Tools for accessing SGDP lite data
Contributions:1 release, 130 commits, 2 PRs in 1 year
litesgdp
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.