Deep Sidhpura
Machine Learning Engineer at TikTok
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolDeep Sidhpura is a Machine Learning Engineer with 11 years of experience specializing in deep learning and NLP, currently applying his expertise at TikTok in San Francisco. He has built production-grade transformer models and low-latency solutions at Amazon and developed large-scale, domain-adapted seq2seq models and robust adversarial spell-correction systems at eBay, leveraging PyTorch, Fairscale, and Hugging Face tooling. His background spans research and applied roles—from document QA, coreference and MT quality estimation to anomaly detection and bioinformatics—showing a strong ability to move models from research to high-precision production. A dual-degree engineer with top grades from University of Mumbai and an MS from USC, he combines academic rigor with practical optimization techniques like layer pruning and knowledge distillation. Notably, he led pre-training efforts on billion-example e-commerce data, demonstrating both data-scale engineering and model innovation for sensitive use cases.
11 years of coding experience
6 years of employment as a software developer
Master of Science (MS), Computer Science, 3.6/4.0, Master of Science (MS), Computer Science, 3.6/4.0 at University of Southern CaliforniaBachelor’s Degree, Computer Engineering, 9.3 / 10, Bachelor’s Degree, Computer Engineering, 9.3 / 10 at University of Mumbai
English, Gujarati, Hindi
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (11)
paragraph8
nlp5
natural-language-processing4
api3
crfsuite3
data-science2
scikit2
machine-learning2
python2
java1
scikit-learn1
Programming languages (1)
Github contributions (5)
Contributions:13 commits, 13 pushes, 1 branch in 1 day
deepsidhpura777/ByteCup-ML-Competition
Nov 2016 - May 2017
Contributions:76 pushes, 1 branch in 6 months
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