Avinash Balakrishnan
Summary
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RockstarAvinash Balakrishnan is a Data Scientist with 11 years of experience, currently driving sales analytics and building robust data pipelines in the Chief Analytics Office at IBM. He brings a strong research background from IBM Research’s AI groups and the MIT‑IBM AI Lab, where he developed machine learning models and explored the intersection of ML and symbolic reasoning. His academic training (MS in Statistics from UIUC) underpins practical work in deep learning for audio signal processing and time series, informing production-ready solutions. Comfortable moving models from research to production, he combines statistical rigor with engineering pragmatism. Based in San Francisco, he has a mechanical engineering foundation and a habit of applying manufacturing-quality thinking to analytics problems, often focusing on traceability and process robustness.
11 years of coding experience
Github Skills (15)
seq2seq10
generative-ai9
pytorch9
rcpp8
armadillo8
state-space8
wavelet6
r6
lasagne5
time-series4
deep-learning3
machine-learning3
theano3
scikit-learn2
dashboard1
Programming languages (4)
Github contributions (5)
ProfessorBrunner/mat-genome
Jun 2015 - Jul 2015
Contributions:11 commits, 9 pushes, 2 branches in 1 month
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