Spencer Aiello
Software Engineer at Meta
New York, New York, United States
Summary
🤩
Rockstar🎓
Top SchoolSpencer Aiello is a seasoned software engineer with 13 years of experience building high-performance distributed systems and ML infrastructure across companies from H2O.ai to Meta. He has deep expertise in in-memory big-data processing, productionizing ML pipelines, and low-level performance optimizations—authoring fast distributed random forests, a Lisp-like Rapids transform language, and cross-JVM serialization improvements. His career spans startups and hyperscalers (Neurensic, Discord, Instagram, Gather) where he’s shipped full-stack products, custom DSLs, and language kernels (including an R Jupyter kernel published to CRAN). Based in New York, he pairs rigorous mathematics and physics training with practical engineering, often solving tricky race conditions and squeeze-out performance problems most teams avoid. He’s also a long-time open-source contributor with a track record of shipping language bindings and client libraries used by thousands of data scientists.
12 years of coding experience
10 years of employment as a software developer
Master of Science (M.S.) Analytics, Master of Science (M.S.) Analytics at University of San FranciscoUniversity of California Santa Cruz
Github Skills (152)
measurement10
gbm10
xgboost10
python10
nearest-neighbors10
svm10
forge10
hadoop10
pipeline-framework10
automation10
h2o10
pitch10
deep-learning10
automl10
gpu10
Programming languages (10)
Github contributions (5)
JuniperKernel/zmq
Aug 2017 - Dec 2017
Contributions:18 commits, 2 PRs, 20 pushes in 4 months
zeromqosslinuxprebuiltbinaries
spennihana/h2o-3
Jun 2016 - Apr 2018
Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, GBM, GLM...)
Contributions:30 pushes, 9 branches in 1 year 10 months
apiscalablepythonmlpsmarter
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