Nathaniel Diamant
Graduate Research Assistant
Palo Alto, California, United States
Summary
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Senior🎓
Top SchoolNathaniel Diamant is a machine learning engineer and researcher with a decade of experience building production ML systems and applied AI in biotech and academia. He currently splits his time between senior AI/ML roles at Genentech and graduate research in computer science at Stanford, bringing both industry-grade engineering and research rigor to large-scale biological problems. His background spans the full modeling pipeline—from C++ data backends and SQLite to Python modeling, orchestration with Luigi/AWS, and visualization—developed across organizations like Broad Institute, Yelp, and AdRoll. A Harvey Mudd-trained mathematician and programmer with top grades and early work on Markov models of student learning, he combines strong quantitative foundations with practical experience shipping reliable, tested pipelines that process thousands of daily items. Not obviously, Nathaniel’s career blends hands-on engineering in production systems with active research pursuits, positioning him to bridge experimental methods and deployable ML in regulated environments.
10 years of coding experience
5 years of employment as a software developer
Bachelor’s Degree, Math and Computer Science, 3.884 GPA, Bachelor’s Degree, Math and Computer Science, 3.884 GPA at Harvey Mudd CollegeMathematics, 4.00, Mathematics, 4.00 at Berkeley City CollegeHigh School, 3.97 unweighted GPA, High School, 3.97 unweighted GPA at Berkeley High School
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (14)
bioinformatics10
spark-ml10
genomics10
genome10
spark10
gatk10
science10
sequencing10
apache-spark9
loader6
multimodal3
pytorch3
tensorflow3
machine-learning2
Programming languages (2)
Github contributions (5)
broadinstitute/ml4ht_data_source
Nov 2020 - Jul 2021
Multimodal data loader compatible with pytorch and tensorflow
Contributions:1 review, 20 commits, 11 PRs in 8 months
pytorchmultimodal-datamultimodaldata-loadertensorflow
ndiamant/ndiamant.github.io
Jul 2018 - Sep 2021
Contributions:14 pushes, 1 branch in 3 years 3 months
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