Pratyush Singh

Machine Learning Engineer, Core AI & Agent Ops at IBM

New York City Metropolitan Area United States
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Summary

👤
Senior
🎓
Top School
Pratyush Singh is a Machine Learning Engineer with nine years of experience building production ML systems at IBM, currently focused on unifying agent evaluation and operations for Core AI & Agent Ops. He progressed from data-and-AI CSM work to leading algorithmic features for Watson Orchestrate and Watson Assistant, including algorithm versioning, contextual entities, and agent integration. A UT Austin-trained engineer, he has hands-on experience deploying efficient ML on constrained hardware—demonstrated as Chief Engineer on a NASA-backed seeker vision mission that ran CNNs on spacecraft hardware. Comfortable across the stack from backend engineering to model development, he brings a pragmatic, product-oriented approach to evaluation pipelines and agent tooling. Based in the New York City area, he combines research-caliber results with enterprise-scale delivery.
code9 years of coding experience
job8 years of employment as a software developer
bookBachelor of Engineering (B.E.) Electrical and Computer Engineering, Bachelor of Engineering (B.E.) Electrical and Computer Engineering at The University of Texas at Austin
bookHigh School Diploma, High School Diploma at Plano West Senior High School
languagesEnglish, Hindi
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Github Skills (44)

transformers10
pytorch10
language-model10
python10
machine-learning10
entities10
deep-learning10
tensorflow10
bert10
natural-language-processing10
transformer10
speech-recognition10
nlp10
watson-assistant10
dialog9

Programming languages (3)

HTMLJupyter NotebookPython

Github contributions (5)

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pratyushsingh97/Bigrams

Jun 2020 - Jul 2022

Create Bigram or Trigram collocations out of column data
Contributions:3 PRs, 27 pushes, 5 branches in 2 years 1 month
collocationstrigram
pratyushsingh97/DataSet

Oct 2016 - Oct 2018

Contributions:15 pushes, 1 branch in 2 years 1 month
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Pratyush Singh - Machine Learning Engineer, Core AI & Agent Ops at IBM